Pat Langley

According to our database1, Pat Langley authored at least 165 papers between 1977 and 2019.

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2019
Explainable, Normative, and Justified Agency.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

An Integrative Framework for Artificial Intelligence Education.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018
Evolution of the Icarus Cognitive Architecture.
Cognitive Systems Research, 2018

Representation, Use, and Acquisition of Affordances in Cognitive Systems.
Proceedings of the 2018 AAAI Spring Symposia, 2018

Creating and Using Tools in a Hybrid Cognitive Architecture.
Proceedings of the 2018 AAAI Spring Symposia, 2018

2017
Interactive Cognitive Systems and Social Intelligence.
IEEE Intelligent Systems, 2017

Symposium on Problem Solving and Goal-Directed Sequential Activity.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

Explainable Agency for Intelligent Autonomous Systems.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Flexible Model Induction through Heuristic Process Discovery.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

Progress and Challenges in Research on Cognitive Architectures.
Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence, 2017

2016
An Architectural Account of Variation in Problem Solving and Execution.
Proceedings of the 38th Annual Meeting of the Cognitive Science Society, 2016

2015
An Integrated Account of Explanation and Question Answering.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

Heuristic Induction of Rate-Based Process Models.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

Dialogue Understanding in a Logic of Action and Belief.
Proceedings of the Twenty-Ninth AAAI Conference on Artificial Intelligence, 2015

2014
Social Planning: Achieving Goals by Altering Others' Mental States.
Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence, 2014

2013
Meta-Level and Domain-Level Processing in Task-Oriented Dialogue.
Proceedings of the 2013 AAAI Fall Symposia, Arlington, Virginia, USA, November 15-17, 2013, 2013

Seeing Beyond Shadows: Incremental Abductive Reasoning for Plan Understanding.
Proceedings of the Plan, 2013

2012
Reports of the AAAI 2011 Fall Symposia.
AI Magazine, 2012

A Web-Based Environment for Explanatory Biological Modeling.
Proceedings of the Discovery Informatics: The Role of AI Research in Innovating Scientific Processes, 2012

Discovering Constraints for Inductive Process Modeling.
Proceedings of the Twenty-Sixth AAAI Conference on Artificial Intelligence, 2012

2011
The changing science of machine learning.
Machine Learning, 2011

Tutorial on the Icarus Cognitive Architecture.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

Exploring Moral Reasoning in a Cognitive Architecture.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

A Computational Account of Everyday Abductive Inference.
Proceedings of the 33th Annual Meeting of the Cognitive Science Society, 2011

Combining Data-Driven and Knowledge-Guided Methods to Induce Interpretable Physiological Models.
Proceedings of the Computational Physiology, 2011

Communicating, Interpreting, and Executing High-Level Instructions for Human-Robot Interaction.
Proceedings of the Advances in Cognitive Systems, 2011

Improving Acquisition of Teleoreactive Logic Programs through Representation Change.
Proceedings of the Advances in Cognitive Systems, 2011

2010
Two Kinds of Knowledge in Scientific Discovery.
topiCS, 2010

A Command Language for Taskable Virtual Agents.
Proceedings of the Sixth AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 2010

Integrated Systems for Inducing Spatio-Temporal Process Models.
Proceedings of the Twenty-Fourth AAAI Conference on Artificial Intelligence, 2010

2009
Cognitive architectures: Research issues and challenges.
Cognitive Systems Research, 2009

Acquisition of hierarchical reactive skills in a unified cognitive architecture.
Cognitive Systems Research, 2009

Skill transfer through goal-driven representation mapping.
Cognitive Systems Research, 2009

2008
Inductive process modeling.
Machine Learning, 2008

Ability, Breadth, and Parsimony in Computational Models of Higher-Order Cognition.
Cognitive Science, 2008

CASTLE: A Framework for Integrating Cognitive Models into Virtual Environments.
Proceedings of the Biologically Inspired Cognitive Architectures, 2008

2007
Discovering Communicable Models from Earth Science Data.
Proceedings of the Computational Discovery of Scientific Knowledge, 2007

Quantitative Revision of Scientific Models.
Proceedings of the Computational Discovery of Scientific Knowledge, 2007

Computational Discovery of Scientific Knowledge.
Proceedings of the Computational Discovery of Scientific Knowledge, 2007

A Believable Agent for First-Person Shooter Games.
Proceedings of the Third Artificial Intelligence and Interactive Digital Entertainment Conference, 2007

2006
Learning Recursive Control Programs from Problem Solving.
J. Mach. Learn. Res., 2006

An interactive environment for the modeling and discovery of scientific knowledge.
International Journal of Man-Machine Studies, 2006

Constructing explanatory process models from biological data and knowledge.
Artificial Intelligence in Medicine, 2006

Cognitive Architectures and General Intelligent Systems.
AI Magazine, 2006

Learning hierarchical task networks by observation.
Proceedings of the Machine Learning, 2006

Relational temporal difference learning.
Proceedings of the Machine Learning, 2006

Learning Process Models with Missing Data.
Proceedings of the Machine Learning: ECML 2006, 2006

A Unified Cognitive Architecture for Physical Agents.
Proceedings of the Proceedings, 2006

2005
Structured program induction from behavioral traces.
Systems and Computers in Japan, 2005

A Constrained Architecture for Learning and Problem Solving.
Computational Intelligence, 2005

An Adaptive Architecture for Physical Agents.
Proceedings of the 2005 IEEE / WIC / ACM International Conference on Web Intelligence (WI 2005), 2005

Learning Teleoreactive Logic Programs from Problem Solving.
Proceedings of the Inductive Logic Programming, 15th International Conference, 2005

Guiding Inference Through Relational Reinforcement Learning.
Proceedings of the Inductive Logic Programming, 15th International Conference, 2005

Reducing overfitting in process model induction.
Proceedings of the Machine Learning, 2005

Inducing Hierarchical Process Models in Dynamic Domains.
Proceedings of the Proceedings, 2005

2004
Introduction: Lessons Learned from Data Mining Applications and Collaborative Problem Solving.
Machine Learning, 2004

A Personalized System for Conversational Recommendations.
J. Artif. Intell. Res., 2004

Mining GPS Traces for Map Refinement.
Data Min. Knowl. Discov., 2004

An Architecture for Persistent Reactive Behavior.
Proceedings of the 3rd International Joint Conference on Autonomous Agents and Multiagent Systems (AAMAS 2004), 2004

2003
Improved Rooftop Detection in Aerial Images with Machine Learning.
Machine Learning, 2003

Incorporating Biological Knowledge into Evaluation of Causal Regulatory Hypotheses.
Proceedings of the 8th Pacific Symposium on Biocomputing, 2003

An interactive environment for scientific model construction.
Proceedings of the 2nd International Conference on Knowledge Capture (K-CAP 2003), 2003

Personalized trading recommendation system.
Proceedings of the 8th International Conference on Intelligent User Interfaces, 2003

An adaptive stock tracker for personalized trading advice.
Proceedings of the 8th International Conference on Intelligent User Interfaces, 2003

Robust Induction of Process Models from Time-Series Data.
Proceedings of the Machine Learning, 2003

Discovering Ecosystem Models from Time-Series Data.
Proceedings of the Discovery Science, 6th International Conference, 2003

2002
Revising regulatory networks: from expression data to linear causal models.
Journal of Biomedical Informatics, 2002

Discovering Empirical Laws of Web Dynamics.
Proceedings of the 2002 Symposium on Applications and the Internet (SAINT 2002), 28 January, 2002

Guiding Revision of Regulatory Models with Expression Data.
Proceedings of the 7th Pacific Symposium on Biocomputing, 2002

Separating Skills from Preference: Using Learning to Program by Reward.
Proceedings of the Machine Learning, 2002

Inducing Process Models from Continuous Data.
Proceedings of the Machine Learning, 2002

Revising Engineering Models: Combining Computational Discovery with Knowledge.
Proceedings of the Machine Learning: ECML 2002, 2002

Revising Qualitative Models of Gene Regulation.
Proceedings of the Discovery Science, 5th International Conference, 2002

Learning Hierarchical Skills from Observation.
Proceedings of the Discovery Science, 5th International Conference, 2002

2001
Generalized clustering, supervised learning, and data assignment.
Proceedings of the seventh ACM SIGKDD international conference on Knowledge discovery and data mining, 2001

Discovering Communicable Scientific Knowledge from Spatio-Temporal Data.
Proceedings of the Eighteenth International Conference on Machine Learning (ICML 2001), Williams College, Williamstown, MA, USA, June 28, 2001

Computational Revision of Quantitative Scientific Models.
Proceedings of the Discovery Science, 4th International Conference, DS 2001, Washington, 2001

An Integrated Framework for Extended Discovery in Particle Physics.
Proceedings of the Discovery Science, 4th International Conference, DS 2001, Washington, 2001

Computational Discovery of Communicable Knowledge: Symposium Report.
Proceedings of the Discovery Science, 4th International Conference, DS 2001, Washington, 2001

Using background knowledge to speed reinforcement learning in physical agents.
Proceedings of the Fifth International Conference on Autonomous Agents, 2001

The Computational Support of Scientific Discovery.
Proceedings of the Machine Learning and Its Applications, Advanced Lectures, 2001

Unsupervised Learning of Probabilistic Concept Hierarchies.
Proceedings of the Machine Learning and Its Applications, Advanced Lectures, 2001

2000
Computer generation of process explanations in nuclear astrophysics.
Int. J. Hum.-Comput. Stud., 2000

Collaboration, Cooperation and Conflict in Dialogue Systems: Int. J. Human-Computer Studies (2000) 53, 377-392.
Int. J. Hum.-Comput. Stud., 2000

Computer generation of process explanations in nuclear astrophysics.
Int. J. Hum.-Comput. Stud., 2000

Crafting Papers on Machine Learning.
Proceedings of the Seventeenth International Conference on Machine Learning (ICML 2000), Stanford University, Stanford, CA, USA, June 29, 2000

Learning Context-Free Grammars with a Simplicity Bias.
Proceedings of the Machine Learning: ECML 2000, 11th European Conference on Machine Learning, Barcelona, Catalonia, Spain, May 31, 2000

1999
Mining GPS Data to Augment Road Models.
Proceedings of the Fifth ACM SIGKDD International Conference on Knowledge Discovery and Data Mining, 1999

Tractable Average-Case Analysis of Naive Bayesian Classifiers.
Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27, 1999

Learning User Evaluation Functions for Adaptive Scheduling Assistance.
Proceedings of the Sixteenth International Conference on Machine Learning (ICML 1999), Bled, Slovenia, June 27, 1999

An Adaptive Conversational Interface for Destination Advice.
Proceedings of the Cooperative Information Agents III, Third International Workshop, 1999

Controlling Physical Agents Through Reactive Logic Programming.
Proceedings of the Third Annual Conference on Autonomous Agents, 1999

An Adaptive Interactive Agent for Route Advice.
Proceedings of the Third Annual Conference on Autonomous Agents, 1999

1998
Generalizing over aspect and location for rooftop detection.
Proceedings of the Proceedings Fourth IEEE Workshop on Applications of Computer Vision, 1998

Learning to Predict the Duration of an Automobile Trip.
Proceedings of the Fourth International Conference on Knowledge Discovery and Data Mining (KDD-98), 1998

The Computer-Aided Discovery of Scientific Knowledge.
Proceedings of the Discovery Science, 1998

Learning Cooperative Lane Selection Strategies for Highways.
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

Learning to Predict User Operations for Adaptive Scheduling.
Proceedings of the Fifteenth National Conference on Artificial Intelligence and Tenth Innovative Applications of Artificial Intelligence Conference, 1998

1997
Learning with Probabilistic Representations.
Machine Learning, 1997

Place recognition in dynamic environments.
J. Field Robotics, 1997

Lazy Acquisition of Place Knowledge.
Artif. Intell. Rev., 1997

Selection of Relevant Features and Examples in Machine Learning.
Artif. Intell., 1997

Machine Learning for Adaptive User Interfaces.
Proceedings of the KI-97: Advances in Artificial Intelligence, 1997

Learning to Sense Selectively in Physical Domains.
Proceedings of the First International Conference on Autonomous Agents, 1997

Machine Learning for Intelligent Systems.
Proceedings of the Fourteenth National Conference on Artificial Intelligence and Ninth Innovative Applications of Artificial Intelligence Conference, 1997

1996
What makes a compelling empirical evaluation?
IEEE Expert, 1996

Induction of Condensed Determinations.
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

Static Versus Dynamic Sampling for Data Mining.
Proceedings of the Second International Conference on Knowledge Discovery and Data Mining (KDD-96), 1996

1995
Applications of Machine Learning and Rule Induction.
Commun. ACM, 1995

Estimating Continuous Distributions in Bayesian Classifiers.
Proceedings of the UAI '95: Proceedings of the Eleventh Annual Conference on Uncertainty in Artificial Intelligence, 1995

Case-Based Acquisition of Place Knowledge.
Proceedings of the Machine Learning, 1995

1994
Induction of Selective Bayesian Classifiers.
Proceedings of the UAI '94: Proceedings of the Tenth Annual Conference on Uncertainty in Artificial Intelligence, 1994

Reactive and Automatic Behavior in Plan Execution.
Proceedings of the Second International Conference on Artificial Intelligence Planning Systems, 1994

Elements of Machine Learning.
Morgan Kaufmann, ISBN: 1-55860-301-8, 1994

1993
An Integrated Framework for Empirical Discovery.
Machine Learning, 1993

Average-Case Analysis of a Nearest Neighbor Algorithm.
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993

Induction of Recursive Bayesian Classifiers.
Proceedings of the Machine Learning: ECML-93, 1993

1992
Induction of One-Level Decision Trees.
Proceedings of the Ninth International Workshop on Machine Learning (ML 1992), 1992

An Analysis of Bayesian Classifiers.
Proceedings of the 10th National Conference on Artificial Intelligence, 1992

1991
A Design for the Icarus Architecture.
SIGART Bulletin, 1991

Constraints on Tree Structure in Concept Formation.
Proceedings of the 12th International Joint Conference on Artificial Intelligence. Sydney, 1991

Using Background Knowledge in Concept Formation.
Proceedings of the Eighth International Workshop (ML91), 1991

The Acquisition of Human Planning Expertise.
Proceedings of the Eighth International Workshop (ML91), 1991

1990
Advice to Machine Learning Authors.
Machine Learning, 1990

A Robust Approach to Numeric Discovery.
Proceedings of the Machine Learning, 1990

1989
Toward a Unified Science of Machine Learning.
Machine Learning, 1989

Data-Driven Approaches to Empirical Discovery.
Artif. Intell., 1989

Models of Incremental Concept Formation.
Artif. Intell., 1989

Improving Efficiency by Learning Intermediate Concepts.
Proceedings of the 11th International Joint Conference on Artificial Intelligence. Detroit, 1989

Incremental Concept Formation with Composite Objects.
Proceedings of the Sixth International Workshop on Machine Learning (ML 1989), 1989

Unifying Themes in Empirical and Explanation-Based Learning.
Proceedings of the Sixth International Workshop on Machine Learning (ML 1989), 1989

Using Concept Hierarchies to Organize Plan Knowledge.
Proceedings of the Sixth International Workshop on Machine Learning (ML 1989), 1989

1988
Machine Learning as an Experimental Science.
Machine Learning, 1988

A Hill-Climbing Approach to Machine Discovery.
Proceedings of the Machine Learning, 1988

Trading Off Simplicity and Coverage in Incremental concept Learning.
Proceedings of the Machine Learning, 1988

Machine Learning as an Experimental Science.
Proceedings of the Third European Working Session on Learning, 1988

1987
Research Papers in Machine Learning.
Machine Learning, 1987

Machine Learning and Concept Formation.
Machine Learning, 1987

Machine Learning and Grammar Induction.
Machine Learning, 1987

A computational theory of motor learning.
Computational Intelligence, 1987

Towards an Integrated Discovery System.
Proceedings of the 10th International Joint Conference on Artificial Intelligence. Milan, 1987

1986
Chemical Discovery as Belief Revision.
Machine Learning, 1986

Machine Learning and Discovery.
Machine Learning, 1986

Editorial: Human and Machine Learning.
Machine Learning, 1986

Editorial: The Terminology of Machine Learning.
Machine Learning, 1986

On Machine Learning.
Machine Learning, 1986

STAHLp: Belief Revision in Scientific Discovery.
Proceedings of the 5th National Conference on Artificial Intelligence. Philadelphia, 1986

1985
Learning to Search: From Weak Methods to Domain-Specific Heuristics.
Cognitive Science, 1985

Approaches to Conceptual Clustering.
Proceedings of the 9th International Joint Conference on Artificial Intelligence. Los Angeles, 1985

1984
Approaches to machine learning.
JASIS, 1984

Automated Cognitive Modeling.
Proceedings of the National Conference on Artificial Intelligence. Austin, 1984

1983
Learning Search Strategies through Discrimination.
International Journal of Man-Machine Studies, 1983

Representational Issues in Learning Systems.
IEEE Computer, 1983

Modeling Cognitive Development on the Balance Scale Task.
Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983

Three Facets of Scientific Discovery.
Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983

Learning Effective Search Heuristics.
Proceedings of the 8th International Joint Conference on Artificial Intelligence. Karlsruhe, 1983

1982
Learning from Solution Paths: An Approach to the Credit Assignment Problem.
AI Magazine, 1982

Strategy Acquisition Governed by Experimentation.
Proceedings of the 5th European Conference on Artificial Intelligence, 1982

A Model of Early Syntactic Development.
Proceedings of the 20th Annual Meeting of the Association for Computational Linguistics, 1982

1981
Data-Driven Discovery of Physical Laws.
Cognitive Science, 1981

BACON.5: The Discovery of Conservation Laws.
Proceedings of the 7th International Joint Conference on Artificial Intelligence, 1981

1980
A Production System Model Of First Language Acquisition.
Proceedings of the 8th International Conference on Computational Linguistics, 1980

1979
Rediscovering Physics with BACON.3.
Proceedings of the Sixth International Joint Conference on Artificial Intelligence, 1979

1977
Problems in Building an Instructable Production System.
Proceedings of the 5th International Joint Conference on Artificial Intelligence. Cambridge, 1977

BACON: A Production System That Discovers Empirical Laws.
Proceedings of the 5th International Joint Conference on Artificial Intelligence. Cambridge, 1977


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