Publications

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Learning and Playing in Wubble World. Wesley Kerr. Paul R. Cohen. Yu-Han Chang. Artificial Intelligence and Interactive Digital Entertainment Conference (AIIDE'08). 2008. (PDF)   

Language Games in Wubble World: Final Report. Paul R. Cohen. Wesley Kerr. Daniel Hewlett. Shane Hoversten. Yu-Han Chang. Seedling Report. 2008. (PDF)   

Designing Experiments to Test Planning Knowledge about Plan-step Order Constraints. Clayton T. Morrison. Paul R. Cohen. Workshop on Artificial Intelligence Planning and Learning, in conjunction with the International Conference on Automated Planning and Scheduling (ICAPS-07). 2007. (PDF)   

Learning in Wubble World. Wesley Kerr. Shane Hoversten. Daniel Hewlett. Paul R. Cohen. Yu-Han Chang. IEEE International Conference on Development and Learning. 2007. (PDF)   

Learning and Transferring Action Schemas. Paul R. Cohen. Yu-Han Chang. Clayton T. Morrison. The Twentieth International Joint Conference on Artificial Intelligence (IJCAI 2007). 2007. (PDF)   

Detecting and Tracking Hostile Plans in the Hats World. Aram Galstyan. Sinjini Mitra. Paul R. Cohen. Workshop on Plan, Activity and Intent Recognition (with AAAI-07). 2007. (PDF)   

Modeling learning patterns of students with a tutoring system using Hidden Markov Models. Carole Beal. Sinjini Mitra. Paul R. Cohen. 13th International Conference on Artificial intelligence in Education (AIED). 2007. (PDF)   

Performance Evaluation of Biometric Authentication Systems using Random Effects Models. Sinjini Mitra. Marios Savvides. Anthony Brockwell. IEEE Transactions on Pattern Analysis and Machine Intelligence, Special Issue on Biometrics. 2007. (PDF)   

Wubble World. Daniel Hewlett. Shane Hoversten. Wesley Kerr. Paul R. Cohen. Yu-Han Chang. Artificial Intelligence and Ineractive Digital Entertainment. 2007. (PDF)   

Understanding the Role of Facial Asymmetry in Human Face Identification. Sinjini Mitra. Nicole Lazar. Yanxi Liu. Statistics and Computing. 2007.   

The Jean Architecture. Paul R. Cohen. BICA Year 1 Report. 2006. (PDF)   

Experimental State Splitting for Transfer Learning. Clayton T. Morrison. Yu-Han Chang. Paul R. Cohen. Joshua Moody. ICML 2006 Workshop on Structural Knowledge Transfer for Machine Learning. 2006. (PDF)   

An Image Schema Language. Robert St. Amant. Clayton T. Morrison. Yu-Han Chang. Wei Mu. Paul R. Cohen. Carole Beal. Proceedings of the International Conference on Cognitive Modelling (ICCM 2006). 2006. (PDF)   

Piagetian Adaptation Meets Image Schemas: The Jean System. Yu-Han Chang. Paul R. Cohen. Clayton T. Morrison. Robert St. Amant. The Ninth International Conference on the Simulation of Adaptive Behavior. 2006. (PDF)   

Face Identification using Novel Frequency Domain Representation of Facial Asymmetry. Sinjini Mitra. Marios Savvides. B.V.K. Vijayakumar. IEEE Transactions on Information Forensics and Security. 2006. (PDF)   

The Jean System. Yu-Han Chang. Clayton T. Morrison. Wesley Kerr. Paul R. Cohen. Robert St. Amant. International Conference on Development and Learning. 2006. (PDF)   

The Value of Noisy Information. Clayton T. Morrison. Paul R. Cohen. The Eleventh ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD 2005), Workshop on Utility-Based Data Mining. 2005. (PDF)   

'Bonk!' Children’s Spontaneous Production of Verbs for Object Interactions. Erin Cannon. Paul R. Cohen. Clayton T. Morrison. Poster at the 2005 Biennial Meeting of the Society for Research in Child Development. 2005.   

Learning by Doing and Knowledge Transfer. Tim Oates. Paul R. Cohen. Bill Krueger. Carole Beal. Tom Armstrong. Poster at Nineteenth International Conference on Artificial Intelligence (IJCAI). 2005.   

Comparing apples and oranges: Computational methods for evaluating student and group learning histories in intelligent tutoring systems. Carole Beal. Paul R. Cohen. Full paper at 12th International Conference on AI and education. 2005.   

Maps for Verbs: The Relationship between Interaction Dynamics Relationship between Interaction Dynamics and Verb Use. Paul R. Cohen. Clayton T. Morrison. Erin Cannon. Nineteenth International Conference on Artificial Intelligence (IJCAI). 2005. (PDF)   

When Push Comes to Shove: A Study of the Relation Between Interaction Dynamics and Verb Use. Clayton T. Morrison. Erin Cannon. Paul R. Cohen. AAAI Spring Symposium Series, Language Learning: An Interdisciplinary Perspective. 2004. (PDF)   

A Bayesian Blackboard for Information Fusion. Charles Sutton. Clayton T. Morrison. Paul R. Cohen. Joshua Moody. Jafar Adibi. Proceedings of The Seventh International Conference on Information Fusion. 2004. (PDF)   

Temporal abstraction in Bayesian networks. Brendan Burns. Clayton T. Morrison. AAAI Spring Symposium. 2003. (PDF)   

Information Theory and Representation in Associative Word Learning. Brendan Burns. Charles Sutton. Clayton T. Morrison. Paul R. Cohen. Proceedings of the Third International Workshop on Epigenetic Robotics: Modeling Cognitive Development in Robotic Systems. 2003. (PDF)   

Guided Incremental Construction of Belief Networks. Charles Sutton. Brendan Burns. Clayton T. Morrison. Paul R. Cohen. 5th International Symposium on Intelligent Data Analysis. 2003. (PDF)   

Very Predictive N-grams for Space-Limited Probabilistic Models. Paul R. Cohen. Charles Sutton. 5th International Symposium on Intelligent Data Analysis. 2003. (PDF)   

Estimating Grammar Parameters using Bounded Memory. Tim Oates. Brent Heeringa. Proceedings of the Sixth International Colloquium on Grammatical Inference (ICGI). 2002. (PDF)   

Learning Effects of Robot Actions Using Temporal Associations. Paul R. Cohen. Charles Sutton. Brendan Burns. Second International Conference of Development and Learning. 2002. (PDF)   

An Unsupervised Algorithm for Segmenting Categorical Time Series into Episodes. Paul R. Cohen. Brent Heeringa. Niall Adams. ESF Exploratory Workshop on Pattern Detection and Discovery in Data Mining. 2002. (PDF)   

Models of Defeat. Gary King. Brent Heeringa. Joe Catalano. David Westbrook. Paul R. Cohen. Proceedings of the Second International Conference on Knowledge Systems for Colation Operations. 2002. (PDF)   

A Probabilistic Approach to Real Time Construction of Memories. Brendan Burns. Paul R. Cohen. Proceedings of the Seventh International Autonomous Systems Conference. 2002. (PDF)   

On the Development of Visual Object Memory: The Stay/Go Decision Problem. Clayton T. Morrison. Paul R. Cohen. Paola Sebastiani. The 2nd International Conference on Development and Learning (ICDL'02). 2002. (PDF)   

Learning effects of Robot Actions using Temporal Associations.. Paul R. Cohen. Charles Sutton. Brendan Burns. The 2nd International Conference on Development and Learning (ICDL'02).. 2002. (PDF)   

Contentful Mental States for Robot Baby.. Paul R. Cohen. Tim Oates. Carole Beal. Niall Adams. The Eighteenth National Conference on Artificial Intelligence. 2002. (PDF)   

Segmenting Time Series with a Hybrid Neural Networks - Hidden Markov Model.. Laura Firoiu. Paul R. Cohen. The Eighteenth National Conference on Artificial Intelligence. 2002. (PDF)   

An Unsupervised Algorithm for Segmenting Categorical Time Series into Episodes. Paul R. Cohen. Brent Heeringa. Niall Adams. 2002 IEEE International Conference on Data Mining. 2002. (PDF)   

Tapir: the Evolution of an Agent Control Language. Gary King. Mark Atkin. David Westbrook. First Joint Conference of Autonomous Agents and Multiagent Systems. 2002. (PDF)   

Robots that Learn Meanings. Paul R. Cohen. Tim Oates. Carole Beal. First Joint Conference of Autonomous Agents and Multiagent Systems. 2002. (PDF)   

An Unsupervised Algorithm for Finding Recurring Patterns in Time Series. Tim Oates. The Nineteenth International Conference on Machine Learning (ICML-2002). 2002. (PDF)   

Intelligent modeling of the User in Interactive entertainment. Carole Beal. Joseph Beck. David Westbrook. Paul R. Cohen. AAAI Spring Symposium on Artificial Intelligence and Interactive Entertainment. 2002. (PDF)   

Segmenting Time Series with a Hybrid Neural Networks - Hidden Markov Model. Laura Firoiu. International Conference on Pattern Recognition. 2002. (PDF)   

Two Algorithms for Learning the Parameters of Stochastic Context-Free Grammars. Brent Heeringa. Tim Oates. Working Notes of the 2001 AAAI Fall Symposium on Using Uncertainty within Computation. 2001. (PDF)   

A Motivational System That Drives the Development of Activity. Matthew Schmill. Paul R. Cohen. University of Massachusetts Computer Science Department Technical Report 01-12.. 2001. (PDF)   

Finding Patterns that Correspond to Episodes. Paul R. Cohen. Niall Adams. David Hand. University of Massachusetts Computer Science Department Technical Report 01-11.. 2001. (PDF)   

LIFT - The LIsp Framework for Testing. Gary King. University of Massachusetts Computer Science Department Technical Report 01-25. 2001. (PDF)   

Intelligent Visualization in a Planning Situation. Robert St. Amant. Proceedings of International Conference on Intelligent User Interfaces. 2001. (PDF)   

Learning in Worlds with Objects. Kaelbling. Leslie Pack. Tim Oates. Natalia Hernandez. Sarah Kinney. Working Notes of AAAI Spring Symposium Workshop: Learning Grounded Representations. 2001. (PDF)   

Grounding the Unobservable in the Observable: The Role and Representation of Hidden State in Concept Formation and Refinement. Clayton T. Morrison. Tim Oates. Gary King. Working Notes of AAAI Spring Symposium Workshop: Learning Grounded Representations.. 2001. (PDF)   

The Importance of Being Discrete: Learning Classes of Actions and Outcomes through Interaction. Gary King. Tim Oates. Proceedings of the Fourteenth Canadian Conference on Artificial Intelligence. 2001. (PDF)   

Panel Discussion: Collaboration Between Academia and Industry: A Case Study. Mark Atkin. David Westbrook. Working Notes of AAAI Spring Symposium. 2001. (PDF)   

Incrementally Learning Parameters of Stochastic Context-Free Grammars using Summary Statistics. Brent Heeringa. Tim Oates. Working Notes of the AAAI Fall Symposium Series. 2001. (PDF)   

The IDA '01 Robot Data Challenge. Paul R. Cohen. Niall Adams. Proceedings of the Fourth Symposium on Intelligent Data Analysis. 2001. (PDF)   

An Algorithm for Segmenting Categorical Time Series into Meaningful Episodes.. Paul R. Cohen. Niall Adams. Proceedings of the Fourth Symposium on Intelligent Data Analysis. 2001. (PDF)   

Robot Baby 2001. Paul R. Cohen. Tim Oates. Niall Adams. Carole Beal. Twelfth International Conference on Algorithmic Learning Theory. 2001. (PDF)   

Fluent Learning: Elucidating the Structure of Episodes. Paul R. Cohen. Proceedings of the Fourth Symposium on Intelligent Data Analysis. 2001. (PDF)   

The Importance of Being Discrete: Learning Actions Through Interaction. Gary King. Tim Oates. University of Massachusetts Computer Science Department Technical Report 00-15. 2000. (PDF)   

Bayesian Clustering of Sensory Inputs by Dynamics. Paola Sebastiani. Marco Ramoni. Paul R. Cohen. University of Massachusetts Computer Science Department Technical Report 00-13. 2000. (PDF)   

Dynamic Visualization of Battle Simulations. Paul R. Cohen. John Warwick. University of Massachusetts Computer Science Department Technical Report 00-16. 2000. (PDF)   

Planning in Continuous Adversarial Domains. Mark Atkin. David Westbrook. Paul R. Cohen. University of Massachusetts Computer Science Department Technical Report 00-17. 2000. (PDF)   

Learning Concepts by Interaction. Paul R. Cohen. University of Massachusetts Computer Science Department Technical Report 00-52. 2000. (PDF)   

Unsupervised Clustering of Robot Activities: A Bayesian Approach. Paul R. Cohen. Marco Ramoni. Paola Sebastiani. John Warwick. University of Massachusetts Computer Science Department Technical Report 00-51. 2000. (PDF)   

Natural Semantics for a Mobile Robot. Paul R. Cohen. Carole Beal. University of Massachusetts Computer Science Department Technical Report 00-59.. 2000. (PDF)   

Planning Meets User Interface Design: Affordances, Ibots and PUM. Robert St. Amant. IUI workshop on Planning for Intelligent User Interfaces. 2000.   

Some Issues in AI Engine Design. Mark Atkin. Gary King. David Westbrook. Paul R. Cohen. Presented at AAAI Spring Symposium on Artificial Intelligence and Interactive Entertainment. 2000. (PDF)   

Identifying Qualitatively Different Outcomes of Actions: Gaining Autonomy Through Learning. Tim Oates. Matthew Schmill. Paul R. Cohen. Proceedings of the Fourth International Conference on Autonomous Agents. 2000. (PDF)   

Toward Natural Language Interfaces for Robotic Agents: Grounding Linguistic Meaning in Sensors.. Tim Oates. Paul R. Cohen. Proceedings of the Fourth International Conference on Autonomous Agents. 2000. (PDF)   

Unsupervised Clustering of Robot Activities: A Bayesian Approach. Paul R. Cohen. Marco Ramoni. Paola Sebastiani. Proceedings of the Fourth International Conference on Autonomous Agents. 2000. (PDF)   

Learning Planning Operators in Real-World, Partially Observable Environments. Matthew Schmill. Tim Oates. Paul R. Cohen. Proceedings of the Fifth International Conference on Artificial Intelligence Planning and Scheduling. 2000. (PDF)   

A Method for Clustering the Experiences of a Mobile Robot that Accords with Human Judgements. Tim Oates. Matthew Schmill. Paul R. Cohen. Proceedings of the Seventeenth National Conference on Artificial Intelligence. 2000. (PDF)   

Multivariate Clustering by Dynamics. Marco Ramoni. Paola Sebastiani. Paul R. Cohen. Proceedings of the Seventeenth National Conference on Artificial Intelligence. 2000. (PDF)   

Rule Induction from Noisy Examples. Laura Firoiu. AAAI Workshop: Learning Statistical Models from Relational Data. 2000. (PDF)   

HAC: A Unified View of Reactive and Deliberative Activity. Mark Atkin. David Westbrook. Paul R. Cohen. Working Notes of the European Conference on Artificial Intelligence Workshop, Balancing Reactivity and Social Deliberation in Multi-Agent Systems. 2000. (PDF)   

Bayesian Analysis of Sensory Inputs of a Mobile Robot. Marco Ramoni. Paola Sebastiani. Paul R. Cohen. Proceedings of the Fifth International Workshop on Case Studies in Bayesian Statistics. 2000. (PDF)   

An Underlying Model for Defeat Mechanisms. Brent Heeringa. Paul R. Cohen. Proceedings of Winter Simulation Conference. 2000. (PDF)   

Using Simulation and Critical Points to Define States in Continuous Search Spaces. Mark Atkin. Paul R. Cohen. Proceedings of Winter Simulation Conference. 2000. (PDF)   

Domain-General Simulation and Planning with Physical Schemas. Mark Atkin. David Westbrook. Paul R. Cohen. Proceedings of Winter Simulation Conference. 2000. (PDF)   

SPT: Hierarchical Agent Control: A Framework for Defining Agent Behavior. Mark Atkin. Gary King. David Westbrook. Brent Heeringa. Paul R. Cohen. Proceedings of Fifth International Conference on Autonomous Agents. 2000. (PDF)   

Bayesian clustering by dynamics. Marco Ramoni. Paola Sebastiani. Paul R. Cohen. Sequence Learning: Paradigms, Algorithms and Applications. 2000. (PDF)   

Does Prior Knowledge Facilitate the Development of. Knowledge-based Systems?. Paul R. Cohen. Vinay Chaudhri. Adam Pease. Robert Schrag. Proceedings of AAAI. 1999.   

Using Syntax to Learn Semantics: An Experiment in Language Acquisition with a Mobile Robot. Tim Oates. Eyler-Walker Zachary. Paul R. Cohen. University of Massachusetts Computer Science Department Technical Report 99-35. 1999. (PDF)   

Searching Continuous State Spaces Effectively Using Critical Points. Mark Atkin. Paul R. Cohen. University of Massachusetts Computer Science Deparmtent Technical Report 99-36. 1999. (PDF)   

Continuous Categories for a Mobile Robot. Michael T Rosenstein. Paul R. Cohen. Proceedings of the Sixteenth National Conference on Artificial Intelligence. 1999. (PDF)   

Learned Models for Continuous Planning. Matthew Schmill. Tim Oates. Paul R. Cohen. Uncertainty '99: The Seventh Internatinal Workshop on Artificial Intelligence and Statistics. 1999. (PDF)   

Statistical Challenges to Inductive Inference in Linked Data. David Jensen. Uncertainty '99: The Seventh International Workshop on Artificial Intelligence and Statistics. 1999. (PDF)   

Planning and User Interface Affordances. Robert St. Amant. Proceedings of the Fifth International Conference on Intelligent User Interfaces. 1999. (PDF)   

Capture the Flag: Military Simulation Meets Computer Games. Mark Atkin. David Westbrook. Paul R. Cohen. AAAI Spring Symposium on AI and Computer Games. 1999. (PDF)   

Efficient Mining of Statistical Dependencies. Tim Oates. Matthew Schmill. Paul R. Cohen. Proceedings of the Sixteenth International Joint Conference on Artificial Intelligence. 1999. (PDF)   

Toward a Theoretical Understanding of Why and When Decision Tree Pruning Algorithms Fail. Tim Oates. David Jensen. Proceedings of the Sixteenth National Conference on Artificial Intelligence. 1999. (PDF)   

Learning Quantitative Knowledge for Multiagent Coordination. David Jensen. Michael Atighetchi. Regis Vincent. Victor R. Lesser. Proceedings of the Sixteenth National Conference on Artificial Intelligence. 1999. (PDF)   

What are contentful mental states? Dretske's theory of mental content viewed in the light of robot learning and planning algorithms. Paul R. Cohen. Mary Litch. Proceedings of the Sixteenth National Conference on Artificial Intelligence. 1999. (PDF)   

Clustering Time Series with Hidden Markov Models and Dynamic Time Warping. Tim Oates. Laura Firoiu. Paul R. Cohen. IJCAI-99 Workshop on Sequence Learning. 1999. (PDF)   

Continuous Categories for a Mobile Robot. Michael T Rosenstein. Paul R. Cohen. IJCAI-99 Workshop on Sequence Learning. 1999. (PDF)   

Unsupervised Classification of Sensory Input in a Mobile Robot. Paola Sebastiani. Marco Ramoni. Paul R. Cohen. IJCAI-99 Workshop on Sequence Learning. 1999. (PDF)   

Abstracting from Robot Sensor Data using Hidden Markov Models. Laura Firoiu. Paul R. Cohen. Proceedings of the Sixteenth International Conference on Machine Learning. 1999. (PDF)   

Learning Elements of Representations for Redescribing Robot Experiences. Laura Firoiu. Paul R. Cohen. Third Symposium on Intelligent Data Analysis. 1999.   

Identifying Qualitatively Different Outcomes of Actions: Experiments with a Mobile Robot. Tim Oates. IJCAI-99, Workshop on Robot Action Planning. 1999. (PDF)   

Efficient Progressive Sampling. Foster Provost. David Jensen. Tim Oates. Proceedings of KDD-99, International Conference on Knowledge Discovery and Data Mining. 1999. (PDF)   

Identifying Distinctive Subsequences in Multivariate Time Series by Clustering. Tim Oates. Proceedings of KDD-99, International Conference on Knowledge Discovery and Data Mining. 1999. (PDF)   

Discovering Dynamics using Bayesian Clustering. Paola Sebastiani. Marco Ramoni. Paul R. Cohen. John Warwick. Proceedings of the Third Symposium on Intelligent Data Analysis. 1999. (PDF)   

An approach to visual interaction in mixed-initiative planning. David A Pegram. Robert St. Amant. Mark Riedl. Mixed-Initiative Intelligence Workshop, AAAI-99. 1999. (PDF)   

Resolving Conflicts in Collaborative Human - Computer Interaction. Robert St. Amant. AAAI Technical Report WS-99-08 (Notes from the Agents' Conflicts workshop.). 1999. (PDF)   

On Explaining Behavior. Paul R. Cohen. Mary Litch. Proceedings of the European Conference on Philosophical Psychology. 1999. (PDF)   

A Distributed Approach to Finding Complex Dependencies in Data. Matthew Schmill. Technical Report 98-13, Dept. of Computer Science, University of Massachusetts/Amherst.. 1998.   

Growing Ontologies. Paul R. Cohen. Technical Report 98-20, Dept. of Computer Science, University of Massachusetts/Amherst.. 1998. (PDF)   

Concepts From Time Series. Michael T Rosenstein. Proceedings of the Fifteenth National Conference on Artificial Intelligence. 1998. (PDF)   

AFS and HAC: Domain-General Agent Simulation and Control. Mark Atkin. David Westbrook. Paul R. Cohen. Workshop on Software Tools for Developing Agents. 1998. (PDF)   

Discovering Rules for Clustering and Predicting Asynchronous Events. Tim Oates. David Jensen. Paul R. Cohen. Predicting the Future: AI Approaches to Time Series Workshop, AAAI. 1998. (PDF)   

Learning What is Relevant to the Effects of Actions for a Mobile Robot. Matthew Schmill. Michael T Rosenstein. Paul R. Cohen. Proceedings of the Second International Conference on Autonomous Agents. 1998. (PDF)   

Concepts From Time Series. Michael T Rosenstein. Proceedings of the Fifteenth National Conference on Artificial Intelligence. 1998. (PDF)   

AFS and HAC: Domain-General Agent Simulation and Control. Mark Atkin. David Westbrook. Paul R. Cohen. Workshop on Software Tools for Developing Agents, AAAI-98. 1998. (PDF)   

Discovering Rules for Clustering and Predicting Asynchronous Events. Tim Oates. David Jensen. Paul R. Cohen. Predicting the Future: AI Approaches to Time Series Workshop, AAAI-98. 1998. (PDF)   

Applicability of Reinforcement Learning. Paul E. Utgo. Paul R. Cohen. Methodology of Applying Machine Learning: Problem Definition, Task Decomposition and Technique Selection Workshop, ICML-98. 1998. (PDF)   

Symbol Grounding with Delay Coordinates. Michael T Rosenstein. Paul R. Cohen. Grounding of Word Meaning: Data & Models Workshop, AAAI-98. 1998. (PDF)   

A Dynamical Basis for the Semantic Content of Verbs. Paul R. Cohen. Tim Oates. Grounding of Word Meaning: Data & Models Workshop, AAAI-98. 1998. (PDF)   

A Randomized ANOVA Procedure for Comparing Performance Curves. Justus Piater. Paul R. Cohen. Proceedings of the Fifteenth International Conference on Machine Learning. 1998. (PDF)   

Dynamic Maps as Representations of Verbs. Paul R. Cohen. Proceedings of the 13th Biennial European Conference on Artificial Intelligence. 1998. (PDF)   

Maps for Verbs. Paul R. Cohen. Proceedings of the Information and Technology Systems Conference, Fifteenth IFIP World Computer Congress. 1998. (PDF)   

Learning a Deterministic Finite Automaton With a Recurrent Neural Network. Laura Firoiu. Tim Oates. Paul R. Cohen. Proceedings of the Fourth International Colloquium on Grammatical Inference. 1998. (PDF)   

Large Datasets Lead to Overly Complex Models: an Explanation and a Solution. Tim Oates. David Jensen. Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining. 1998. (PDF)   

Learning Regular Languages from Positive Evidence. Laura Firoiu. Tim Oates. Paul R. Cohen. Proceedings of the Twentieth Annual Meeting of the Cognitive Science Society. 1998. (PDF)   

Physical Planning and Dynamics. Mark Atkin. Paul R. Cohen. AAAI Fall Symposium on Distributed Continual Planning. 1998. (PDF)   

Automatically Acquiring Rules for Event Correlation from Event Logs. Tim Oates. David Jensen. Paul R. Cohen. Technical Report 97-14, Dept. of Computer Science, University of Massachusetts/Amherst.. 1997. (PDF)   

A Randomized ANOVA Procedure for Comparing Performance Curves. Justus Piater. Paul R. Cohen. Technical Report 97-41, Dept. of Computer Science, University of Massachusetts/Amherst.. 1997. (PDF)   

Building an EDA Assistant: A Progress Report. Robert St. Amant. Paul R. Cohen. Preliminary Papers of the Sixth International Workshop on Artificial Intelligence and Statistics. 1997. (PDF)   

Interaction with a Mixed Initiative System for Exploratory Data Analysis. Robert St. Amant. Paul R. Cohen. Proceedings of the Third International Conference on Intelligent User Interfaces,. 1997. (PDF)   

Evaluation of a Semi-Autonomous Assistant for Exploratory Data Analysis. Robert St. Amant. Paul R. Cohen. Proceedings of the First International Conference on Autonomous Agents. 1997. (PDF)   

Action Representation, Prediction and Concepts.. Michael T Rosenstein. Paul R. Cohen. Matthew Schmill. Mark Atkin. AAAI Workshop on Robots, Softbots, Immobots: Theories of Action, Planning and Control. 1997. (PDF)   

A Family of Algorithms for Finding Temporal Structure in Data. Tim Oates. Matthew Schmill. David Jensen. Paul R. Cohen. Preliminary Papers of the Sixth International Workshop on Artificial Intelligence and Statistics. 1997. (PDF)   

The Effects of Training Set Size on Decision Tree Complexity. Tim Oates. David Jensen. Proceedings of the Fourteenth International Conference on Machine Learning, An earlier version is in Preliminary Papers of the Sixth International Workshop on Artificial Intelligence and Statistics. 1997. (PDF)   

Parallel and Distributed Search for Structure in Multivariate Time Series. Tim Oates. Matthew Schmill. Paul R. Cohen. Proceedings of the Ninth European Conference on Machine Learning. 1997. (PDF)   

How to Find Big-Oh in Your Data Set (and How Not To). Catherine McGeoch. Paul R. Cohen. Preliminary Papers of the Sixth International Workshop on Artificial Intelligence and Statistics. 1997. (PDF)   

How to find Big-Oh in Your Data Set (and How Not To). Catherine McGeoch. Doina Precup. Paul R. Cohen. Advances in Intelligent Data Analysis: Reasoning about Data. Proceedings of the Second International Symposium. 1997. (PDF)   

Adjusting for Multiple Comparisons in Decision Tree Pruning. David Jensen. Matthew Schmill. Proceedings of the Third International Conference on Knowledge Discovery and Data Mining. 1997. (PDF)   

Unique Challenges of Managing Inductive Knowledge. David Jensen. AAAI 1997 Spring Symposium on Artificial Intelligence in Knowledge Management. pp 75-81. Also in: Artificial Intelligence and Knowledge Management. Collected Papers from the 1997 Workshop. Technical Report WS-97-09. 1997. (PDF)   

Adjusting for Multiple Testing in Decision Tree Pruning. David Jensen. Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics. 1997. (PDF)   

Building Simple Models: A Case Study with Decision Trees. David Jensen. Tim Oates. Paul R. Cohen. Advances in Intelligent Data Analysis: Reasoning about Data. Proceedings of the Second International Symposium. 1997. (PDF)   

Prospective Assessment of AI Technologies for Fraud Detection and Risk Management. David Jensen. AI Approaches to Fraud Detection and Risk Management. Collected Papers from the 1997 Workshop. 1997. (PDF)   

Building an EDA Assistant: A Progress Report. Robert St. Amant. Paul R. Cohen. Preliminary Papers of the Sixth International Workshop on Artificial Intelligence and Statistics. 1997. (PDF)   

Interaction with a Mixed Initiative System for Exploratory Data Analysis. Robert St. Amant. Paul R. Cohen. Proceedings of the Third International Conference on Intelligent User Interfaces. 1997. (PDF)   

Evaluation of a Semi-Autonomous Assistant for Exploratory Data Analysis. Robert St. Amant. Paul R. Cohen. Proceedings of the First International Conference on Autonomous Agents. 1997. (PDF)   

Action Representation, Prediction and Concepts.. Michael T Rosenstein. Paul R. Cohen. Matthew Schmill. Mark Atkin. AAAI Workshop on Robots, Softbots, Immobots: Theories of Action, Planning and Control. 1997. (PDF)   

A Family of Algorithms for Finding Temporal Structure in Data. Tim Oates. Matthew Schmill. David Jensen. Paul R. Cohen. Preliminary Papers of the Sixth International Workshop on Artificial Intelligence and Statistics. 1997. (PDF)   

The Effects of Training Set Size on Decision Tree Complexity. Tim Oates. David Jensen. Proceedings of the Fourteenth International Conference on Machine Learning; An earlier version is in Preliminary Papers of the Sixth International Workshop on Artificial Intelligence and Statistics. 1997. (PDF)   

Parallel and Distributed Search for Structure in Multivariate Time Series. Tim Oates. Matthew Schmill. Paul R. Cohen. Proceedings of the Ninth European Conference on Machine Learning. 1997. (PDF)   

How to find Big-Oh in Your Data Set (and How Not To).. Catherine McGeoch. Doina Precup. Paul R. Cohen. Advances in Intelligent Data Analysis: Reasoning about Data. Proceedings of the Second International Symposium. 1997. (PDF)   

Adjusting for Multiple Comparisons in Decision Tree Pruning. David Jensen. Matthew Schmill. Proceedings of the Third International Conference on Knowledge Discovery and Data Mining. 1997. (PDF)   

Unique Challenges of Managing Inductive Knowledge. David Jensen. AAAI 1997 Spring Symposium on Artificial Intelligence in Knowledge Management. 1997. (PDF)   

Building Simple Models: A Case Study with Decision Trees. David Jensen. Tim Oates. Paul R. Cohen. Advances in Intelligent Data Analysis: Reasoning about Data. Proceedings of the Second International Symposium. 1997. (PDF)   

Prospective Assessment of AI Technologies for Fraud Detection and Risk Management. David Jensen. AI Approaches to Fraud Detection and Risk Management. Collected Papers from the 1997 Workshop. 1997. (PDF)   

Intelligent Assistance for Computational Scientists: Integrated Modeling, Experimentation, and Analysis. Paul R. Cohen. Preliminary Papers of the Sixth International Workshop on Artificial Intelligence and Statistics. 1997. (PDF)   

Integrating Many Techniques for Discovering Structure in Data. Dawn E Gregory. Paul R. Cohen. Advances in Intelligent Data Analysis: Reasoning about Data. Proceedings of the Second International Symposium. 1997. (PDF)   

Projections as Concepts. Paul R. Cohen. Proceedings of the 2nd European Conference on Cognitive Science. 1997. (PDF)   

Overfitting Explained. Paul R. Cohen. David Jensen. Preliminary Papers of the Sixth International Workshop on Artificial Intelligence and Statistics. 1997. (PDF)   

Neo: Learning Conceptual Knowledge by Sensorimotor Interaction with an Environment. Paul R. Cohen. Mark Atkin. Tim Oates. Carole Beal. Proceedings of the First International Conference on Autonomous Agents. 1997. (PDF)   

Cooperative Information Gathering: a Distributed Problem Solving Approach. Tim Oates. IEEE Journal of Software Engineering, Special issue on Developing Agent Based Systems. 1997. (PDF)   

Parallel and Distributed Search for Structure in Multivariate Times Series. Tim Oates. Matthew Schmill. Paul R. Cohen. Computer Science Department Technical Report 96-23, University of Massachusetts/Amherst. 1996. (PDF)   

Editorial. Paul R. Cohen. Bruce Porter. Artificial Intelligence, Special Issue on Empirical Methods. 1996.   

Plan Steering and Mixed-Initiative Planning. Paul R. Cohen. Tim Oates. Robert St. Amant. Advanced Planning Technology: Technological Achievements of the ARPA/Rome Laboratory Planning Initiative.. 1996. (PDF)   

Simulation for ARPI and the Air Campaign Simulator. Paul R. Cohen. Scott Anderson. David Westbrook. Advanced Planning Technology: Technological Achievements of the ARPA/Rome Laboratory Planning Initiative.. 1996. (PDF)   

A Planner for Exploratory Data Analysis. Robert St. Amant. Paul R. Cohen. Proceedings of the Third International Conference on Artificial Intelligence Planning Systems. 1996. (PDF)   

Learning Planning Operators with Conditional and Probabilistic Effects. Tim Oates. Paul R. Cohen. AAAI-96 Spring Symposium on Planning with Incomplete Information for Robot Problems. 1996. (PDF)   

Searching for Structure in Multiple Streams of Data. Tim Oates. Paul R. Cohen. Proceedings of the Thirteenth International Conference on Machine Learning. 1996. (PDF)   

Searching for Planning Operators with Context-Dependent and Probabilistic Effects. Tim Oates. Paul R. Cohen. Proceedings of the Thirteenth National Conference on Artificial Intelligence. 1996. (PDF)   

Technology, Language, and Public Decisions: Finding Common Ground for Experts and Citizens. David Jensen. LaPorte T.. 7th International Symposium on Technology and Society. 1996. (PDF)   

An Empirical Study of Dynamic Scheduling on Rings of Processors. Gregory Dawn E.. Lixin Gao. Arnold L. Rosenberg. Paul R. Cohen. Proceedings of the Eighth IEEE Symposium on Parallel and Distributed Processing. 1996. (PDF)   

Building a Baby. Paul R. Cohen. Tim Oates. Mark Atkin. Carole Beal. Proceedings of the Eighteenth Annual Conference of the Cognitive Science Society. 1996. (PDF)   

Preliminary Evidence That Conceptual Structure Can Be Learned by Interacting with an Environment. Paul R. Cohen. Tim Oates. Mark Atkin. AAAI Fall Symposium on Embodied Cognition and Action.Technical Report FS-96-02. 1996. (PDF)   

On-line Planning Simulation. Scott Anderson. Paul R. Cohen. Proceedings of the Third International Conference on Artificial Intelligence Planning Systems. 1996. (PDF)   

A Planner for Exploratory Data Analysis. Robert St. Amant. Paul R. Cohen. Proceedings of the Third International Conference on Artificial Intelligence Planning Systems. 1996. (PDF)   

Learning Planning Operators with Conditional and Probabilistic Effects. Tim Oates. Paul R. Cohen. AAAI-96 Spring Symposium on Planning with Incomplete Information for Robot Problems. 1996. (PDF)   

Searching for Structure in Multiple Streams of Data. Tim Oates. Paul R. Cohen. Proceedings of the Thirteenth International Conference on Machine Learning. 1996. (PDF)   

Searching for Planning Operators with Context-Dependent and Probabilistic Effects. Tim Oates. Paul R. Cohen. Proceedings of the Thirteenth National Conference on Artificial Intelligence. 1996. (PDF)   

Technology, Language, and Public Decisions: Finding Common Ground for Experts and Citizens. David Jensen. LaPorte T.. 7th International Symposium on Technology and Society. 1996. (PDF)   

An Empirical Study of Dynamic Scheduling on Rings of Processors. Gregory Dawn E.. Lixin Gao. Arnold L. Rosenberg. Paul R. Cohen. Proceedings of the Eighth IEEE Symposium on Parallel and Distributed Processing. 1996. (PDF)   

Building a Baby. Paul R. Cohen. Tim Oates. Mark Atkin. Carole Beal. Proceedings of the Eighteenth Annual Conference of the Cognitive Science Society. 1996. (PDF)   

Preliminary Evidence That Conceptual Structure Can Be Learned by Interacting with an Environment. Paul R. Cohen. Tim Oates. Mark Atkin. AAAI Fall Symposium on Embodied Cognition and Action Technical Report FS-96-02. 1996. (PDF)   

On-line Planning Simulation. Scott Anderson. Paul R. Cohen. Proceedings of the Third International Conference on Artificial Intelligence Planning Systems. 1996. (PDF)   

Adjusting for Multiple Testing in Decision Tree Pruning. David Jensen. Proceedings of the Sixth International Workshop on Artificial Intelligence and Statistics. 1996. (PDF)   

Monitoring Strategies for Embedded Agents: Experiments and Analysis. Mark Atkin. Paul R. Cohen. Journal of Adaptive Behavior. 1996. (PDF)   

Issues in Automating Exploratory Data Analysis. AAAI-96 Spring Symposium on Systematic Methods of Scientific Discovery. 1995. (PDF)   

Learning Predictive Generalizations for Multiple Streams: An Incremental Algorithm. Matthew Schmill. Paul R. Cohen. Technical Report 95-36, Dept. of Computer Science, University of Massachusetts/Amherst.. 1995. (PDF)   

Fault Identification in Computer Networks: A Review and a New Approach. Tim Oates. Technical Report 95-113, Dept. of Computer Science, University of Massachusetts/Amherst.. 1995. (PDF)   

What Professors Do. Paul R. Cohen. Carole Beal. Memo.. 1995. (PDF)   

Monitoring in Embedded Agents. Mark Atkin. Paul R. Cohen. Technical Report 95-66, Dept. of Computer Science, University of Massachusetts/Amherst.. 1995. (PDF)   

A Simulation Substrate for Real-Time Planning. Scott Anderson. Ph.D. Thesis, Dept. of Computer Science, University of Massachusetts/Amherst. Also available as Technical Report 95-80.. 1995.   

Monitoring Progress with Dynamic Programming Envelopes. Robert St. Amant. Yoshitaka Kuwata. Paul R. Cohen. Proceedings of the Seventh International IEEE Conference on Tools with Artificial Intelligence. 1995. (PDF)   

Issues in Automating Exploratory Data Analysis. Robert St. Amant. Paul R. Cohen. AAAI-96 Spring Symposium on Systematic Methods of Scientific Discovery. 1995.   

Preliminary System Design for an EDA Assistant. Robert St. Amant. Paul R. Cohen. In Preliminary Papers of the Fifth International Workshop on Artificial Intelligence and Statistics. 1995. (PDF)   

A Case Study of Planning for Exploratory Data Analysis. Robert St. Amant. Paul R. Cohen. Advances in Intelligent Data Analysis. Proceedings of the IDA-95 Symposium of the International Institute for Advanced Studies in Systems Research, Informatics and Cybernetics, vol. 1. 1995. (PDF)   

Comparison of Methods for Improving Search Efficiency in a Partial-Order Planner. Srinivasan Raghavan. Adele E. Howe. Proceedings of the Fourteenth International Joint Conference on Artificial Intelligence. 1995. (PDF)   

Tools for Detecting Dependencies in AI Systems. Matthew Schmill. Tim Oates. Paul R. Cohen. Proceedings of the Seventh International IEEE Conference on Tools with Artificial Intelligence. 1995. (PDF)   

A Distributed Problem Solving Approach to Cooperative Information Gathering. Tim Oates. V. Nagendra Prasad. Victor R. Lesser. Keith Decker. Proceedings of the AAAI Spring Symposium on Information Gathering from Heterogeneous, Distributed Environments.. 1995. (PDF)   

Detecting Complex Dependencies in Categorical Data. Tim Oates. Dawn E Gregory. Paul R. Cohen. Preliminary Papers of the Fifth International Workshop on Artificial Intelligence and Statistics, Ft. Lauderdale, FL. 1995. (PDF)   

A Function Modeling Approach to Empirical Science. Dawn E Gregory. Paul R. Cohen. Book of Abstracts of the 10th International Conference on Mathematical and Computer Modeling and Scientific computing. 1995. (PDF)   

A Representation and Learning Mechanisms for Mental States. Paul R. Cohen. Mark Atkin. Tim Oates. Gregory Dawn E.. Symposium on Representing Mental States and Mechanisms,AAAI-95 Spring Symposium Series. 1995. (PDF)   

Finding Structure in Streams. Paul R. Cohen. Tim Oates. Proceedings of the IDA-95 Symposium of the International Institute for Advanced Studies in Systems Research, Informatics and Cybernetics, vol. 1. 1995. (PDF)   

Two Algorithms for Inducing Structural Equation Models from Data. Paul R. Cohen. Dawn E Gregory. Lisa A Ballesteros. Robert St. Amant. Preliminary Papers of the Fifth International Workshop on Artificial Intelligence and Statistics, Ft. Lauderdale, FL. 1995. (PDF)   

Tools for Empirically Analyzing AI Programs. Scott Anderson. Adam Carlson. David Westbrook. David M. Hart. Paul R. Cohen. Preliminary Papers of the Fifth International Workshop on Artificial Intelligence and Statistics, Ft. Lauderdale, FL. 1995.   

Segregating Planners and Their Environments. Scott Anderson. Paul R. Cohen. Symposium on Integrated Planning Applications, AAAI-95 Spring Symposium Series. Technical Report 95-57, Dept. of Computer Science, University of Massachusetts/Amherst. 1995. (PDF)   

The Duration of Deliberation. Scott Anderson. Paul R. Cohen. Proceedings of the Workshop on Anytime Algorithms and Deliberation Scheduling, IJCAI-95, Technical Report 95-58, Dept. of Computer Science, University of Massachusetts/Amherst. 1995. (PDF)   

Tools for Empirically Analyzing AI Programs. Scott Anderson. David Westbrook. Paul R. Cohen. Preliminary Papers of the Fifth International Workshop on Artificial Intelligence and Statistics. 1995.   

Segregating Planners and Their Environments. Scott Anderson. Paul R. Cohen. Symposium on Integrated Planning Applications, AAAI-95 Spring Symposium Series. 1995. (PDF)   

The Duration of Deliberation. Scott Anderson. Paul R. Cohen. Proceedings of the Workshop on Anytime Algorithms and Deliberation Scheduling, IJCAI-95. 1995. (PDF)   

Understanding Planner Behavior. Howe Adele E. Paul R. Cohen. Artificial Intelligence, Special Issue on Planning Systems. 1995. (PDF)   

A Toolbox for Analyzing Programs. Scott Anderson. David Westbrook. Paul R. Cohen. International Journal of Artificial Intelligence Tools. 1995. (PDF)   

Common Lisp Instrumentation Package: User Manual. David Westbrook. Scott Anderson. David M. Hart. Paul R. Cohen. Technical Report 94-26, Dept. of Computer Science, University of Massachusetts.. 1994. (PDF)   

Reactive Planning with Dynamic Programming Envelopes. Robert St. Amant. Yoshitaka Kuwata. Paul R. Cohen. . 1994.   

Humans Plus Agents Maintain Schedules Better than Either Alone. Tim Oates. Paul R. Cohen. Technical Report 94-03, Dept. of Computer Science, University of Massachusetts. 1994. (PDF)   

MSDD as a Tool for Classification. Tim Oates. Memo 94-29, Experimental Knowledge Systems Laboratory, Department of Computer Science, University of Massachusetts, Amherst.. 1994. (PDF)   

Cooperative Information Gathering: a Distributed Problem Solving Approach. Tim Oates. V. Nagendra Prasad. Computer Science Department Technical Report 94-66, University of Massachusetts, Amherst. Long version of journal article.. 1994.   

Toward a Scientist's Empirical Assistant. Gregory Dawn E.. Paul R. Cohen. Technical Report 94-85, Dept. of Computer Science, University of Massachusetts/Amherst.. 1994. (PDF)   

Regression Can Build Predictive Causal Models. Paul R. Cohen. Dawn E Gregory. Robert St. Amant. Technical Report 94-15, Dept. of Computer Science, University of Massachusetts/Amherst.. 1994.   

Mixed-Initiative Schedule Maintenance: A First Step Toward Plan Steering. Tim Oates. Paul R. Cohen. Proceedings of the ARPA/Rome Lab Planning Initiative Workshop. 1994. (PDF)   

Statistical Methods for Characterizing Causal Influences on Planner Behavior Over Time. Adele E. Howe. Robert St. Amant. Paul R. Cohen. Proceedings of the ARPA/Rome Lab Planning Initiative Workshop. 1994.   

The Interval Reduction Strategy for Monitoring Cupcake Problems. Paul R. Cohen. Mark Atkin. Eric A. Hansen. Proceedings of the ARPA/Rome Laboratory Knowledge-Based Planning and Scheduling Initiative, Tucson Arizona. 1994.   

Tools for Experiments in Planning. Scott Anderson. Adam Carlson. David Westbrook. David M. Hart. Paul R. Cohen. Proceedings of the 6th International IEEE Conference on Tools with Artificial Intelligence; Also in Workshop Proceedings of the ARPA/Rome Laboratory Knowledge-Based Planning and Scheduling Initiative, Tucson Arizona. 1994. (PDF)   

Automated Analysis of Complex Data. Robert St. Amant. Paul R. Cohen. Proceedings of the Ninth Annual Goddard Conference on Space Applications of Artificial Intelligence. 1994. (PDF)   

Tools for Experiments in Planning. Scott Anderson. Adam Carlson. David Westbrook. David M. Hart. Paul R. Cohen. Proceedings of the 6th International IEEE Conference on Tools with Artificial Intelligence; Also in Workshop Proceedings of the ARPA/Rome Laboratory Knowledge-Based Planning and Scheduling Initiative, Tucson Arizona. 1994. (PDF)   

The Interval Reduction Strategy for Monitoring Cupcake Problems. Paul R. Cohen. Mark Atkin. Proceedings, From Animals to Animats, the Third International Conference on Simulation of Adaptive Behavior (1994). 1994. (PDF)   

Regression-Based Causal Induction with Latent Variable Models. Lisa A Ballesteros. Proceedings, Twelfth National Conference on Artificial Intelligence. 1994. (PDF)   

Learning Monitoring Strategies: A Difficult Genetic Programming Application. Mark Atkin. Paul R. Cohen. Proceedings of ICEC '94, World Congress on Computational Intelligence. 1994. (PDF)   

A Planning Representation for Automated Exploratory Data Analysis. Robert St. Amant. Paul R. Cohen. SPIE Proceedings, vol. 2244, Knowledge-Based Artificial Intelligence Systems in Aerospace and Industry. 1994. (PDF)   

Toward the Integration of Exploration and Modeling in a Planning Framework. Robert St. Amant. Paul R. Cohen. Knowledge Discovery in Databases Workshop,Twelfth National Conference on Artificial Intelligence. 1994. (PDF)   

Handbook of Evaluation for the ARPA/Rome Laboratory Planning Initiative. Paul R. Cohen. Tom Dean. Yolanda gil. Matt Ginsberg. Lou Hoebel. Proceedings of the ARPA/Rome Laboratory Planning Initiative Workshop. 1994. (PDF)   

Visualization Tools for Real-Time Search Algorithms. Yoshitaka Kuwata. Paul R. Cohen. Technical Report 93-57. Department of Computer Science, University of Massachusetts. 1993. (PDF)   

A Bootstrap Test for Comparing Performance of Programs When Data are Censored, and Comparisons to Etzioni's Test. Paul R. Cohen. Technical Report 93-52, Dept. of Computer Science, University of Massachusetts, 1993.. 1993. (PDF)   

Common Lisp Analytical Statistics Package: User Manual. Scott Anderson. Adam Carlson. David Westbrook. David M. Hart. Paul R. Cohen. Technical Report 93-55, Dept. of Computer Science, University of Massachusetts/Amherst.. 1993.   

Common Lisp Analytical Statistics Package: User Manual. Scott Anderson. Adam Carlson. David Westbrook. David M. Hart. Paul R. Cohen. Technical Report 93-55, Dept. of Computer Science, University of Massachusetts/Amherst.. 1993.   

Learning Monitoring Strategies to Compensate for Model Uncertainty. Eric A. Hansen. Paul R. Cohen. The Learning Action Models Workshop, Eleventh National Conference on Artificial Intelligence. 1993.   

Automating Path Analysis for Building Causal Models from Data. Paul R. Cohen. Adam Carlson. Lisa A Ballesteros. Proceedings of the Tenth International Conference on Machine Learning. 1993. (PDF)   

Genetic Programming to Learn an Agent's Monitoring Strategy. Mark Atkin. Paul R. Cohen. The Learning Action Models Workshop, Eleventh National Conference on Artificial Intelligence. 1993. (PDF)   

Benchmarks, Testbeds, Controlled Experimentation, and the Design of Agent Architectures. Steven Hanks. Martha Pollack. Paul R. Cohen. AI Magazine. 1993.   

Steering the execution of a large-scale planning and scheduling system. Yoshitaka Kuwata. David M. Hart. Paul R. Cohen. AAAI-92 SIGMAN Workshop on Knowledge-Based Production Planning, Scheduling & Control. 1992.   

Analyzing failure recovery to improve planner design. Adele E. Howe. Proceedings of the Tenth National Conference on Artificial Intelligence. 1992. (PDF)   

Predicting and explaining success and task duration in the Phoenix planner. David M. Hart. Paul R. Cohen. Proceedings of the First International Conference on AI Planning Systems. 1992.   

Early warnings of plan failure, false positives and envelopes: Experiments and a model. Paul R. Cohen. Robert St. Amant. David M. Hart. Proceedings of the Fourteenth Annual Conference of the Cognitive Science Society.. 1992.   

Failure recovery: A model and experiments. Adele E. Howe. Paul R. Cohen. Proceedings of the Ninth National Conference on Artificial Intelligence. 1991.   

A Survey of the Eighth National Conference on Artificial Intelligence: Pulling together or pulling apart?. Paul R. Cohen. AI Magazine. 1991. (PDF)   

Envelopes as a vehicle for improving the efficiency of plan execution. David M. Hart. Scott Anderson. Paul R. Cohen. Proceedings of the Workshop on Innovative Approaches to Planning, Scheduling, and Control. 1990. (PDF)   

Designing and Analyzing Strategies for Phoenix from Models. Paul R. Cohen. Proceedings of the Workshop on Innovative Approaches to Planning, Scheduling, and Control. 1990.   

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Trial by fire: Understanding the design requirements for agents in complex environments. Paul R. Cohen. M. L. Greenberg. David M. Hart. Adele E. Howe. AI magazine. 1989.   

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