Learning and Development Center

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

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

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

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

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

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

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

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

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

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

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

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

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

Clayton T. Morrison. Paul R. Cohen. The Hats Simulator and Colab: An Integrated Information Fusion Challenge Problem and Collaborative Analysis Environment. Proceedings of the IEEE International Conference on Intelligence and Security Informatics (ISI 2006). LNCS 3975. 2006. (PDF)

Clayton T. Morrison. Paul R. Cohen. The Hats Information Fusion Challenge Problem. The 9th International Conference on Information Fusion (Fusion 2006), special session on Distributed Inference and Decision-Making in Multisensor Systems. 2006. (PDF)

Clayton T. Morrison. Paul R. Cohen. The Colab Mixed-Initiative Analysis Environment. The 9th International Conference on Information Fusion (Fusion 2006), special session on Making Histories.. 2006. (PDF)

Aram Galstyan. Paul R. Cohen. Relational Classification Through Three--State Epidemic Dynamics. The 9th International Conference on Information Fusion (Fusion 2006), special session on Making Histories.. 2006. (PDF)

Aram Galstyan. Paul R. Cohen. Cascading Dynamics in Modular Networks. submitted to Phys. Rev. E Rapid Communications. 2006. (PDF)

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

Aram Galstyan. Paul R. Cohen. Inferring Useful Heuristics from the Dynamics of Iterative Relational Classifiers. Nineteenth International Conference on Artificla Intelligence (IJCAI). 2005. (PDF)

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

Aram Galstyan. Paul R. Cohen. Identifying Covert Sub-Networks Through Iterative Node Classification. Poster at First International Conference on Intelligence Analysis. 2005. (PDF)

Aram Galstyan. Paul R. Cohen. Is guilt by association a bad thing?. First International Conference on Intelligence Analysis. 2005. (PDF)

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

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

Andrew Hannon. Gary King. Clayton T. Morrison. Aram Galstyan. Paul R. Cohen. Population Generation for Large-Scale Simulation. Proceedings of AeroSense 2005. 2005. (PDF)

Gary King. Matthew Schmill. Andrew Hannon. Paul R. Cohen. ATAT: The Asymmetric Threat Assessment Tool. BRIMS. 2005.

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

Jesus S. Aguilar-Ruiz. Paul R. Cohen. Domingo S. Rodriguez-Baena. Ontology Extraction from E-mail Texts. Conference in Spain?. 2005.

Aram Galstyan. Paul R. Cohen. Inferring Useful Heuristics from the Dynamics of Iterative Relational Classifiers. IJCAI-2005, Edinburgh, Scotland. 2005. (PDF)

Clayton T. Morrison. Paul R. Cohen. Gary King. Joshua Moody. Andrew Hannon. Simulating terrorist threat in the Hats Simulator. The First International Conference on Intelligence Analysis (IA 2005). 2005. (PDF)

Clayton T. Morrison. Paul R. Cohen. COLAB: A Laboratory Environment for Studying Analyst Sensemaking and Collaboration. The Tenth International Command and Control Research and Technology Symposium (10th ICCRTS). 2005. (PDF)

Jafar Adibi. Paul R. Cohen. Clayton T. Morrison. Measuring confidence intervals in link discovery: A bootstrap approach. Proceedings of the ACM Special Interest Group on Knowledge Discovery and Data Mining (ACM-SIGKDD-04). 2004. (PDF)

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

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

Gary King. Clayton T. Morrison. Paul R. Cohen. Action Models. Winter Simulation Conference (WSC 2003). 2003. (PDF)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

Scott Anderson. Paul R. Cohen. The Duration of Deliberation. 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)

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

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

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

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

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

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

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

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

Robert St. Amant. Paul R. Cohen. A Case Study of Planning for Exploratory Data Analysis. 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)

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

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

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

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

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

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

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

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

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

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

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

Scott Anderson. Adam Carlson. David Westbrook. David M. Hart. Paul R. Cohen. Tools for Experiments in Planning. 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)

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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

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