Recent Talks by Pat Langley
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Cognitive Architectures and Virtual Intelligent Agents.
Presented at Rensselaer Polytechnic Institute, Troy, NY, January, 2010.
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Computational Assistance for Systems Biology of Aging.
Presented at National Institute on Aging, Baltimore, MD, December, 2009.
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Mental Simulation and Learning in the Icarus Architecture.
Presented at ONR Program Review, Alexandria, VA, May, 2009.
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Processes and Constraints in Scientific Model Construction.
Presented at the Microsoft Research eScience Workshop,
Indianalopis, IN, December, 2008.
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Modeling Social Cognition in a Unified Cognitive Architecture.
Presented at the ONR Workshop on Social Cognition, Cambridge, MA,
February, 2008.
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A Unified Cognitive Architecture for Embodied Agents.
Presented at Rensselaer Polytechnic Institute, Troy, NY,
February, 2008.
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Computational Discovery of Explanatory Process Models.
Presented at the Microsoft Research eScience Workshop, Chapel
Hill, NC, October, 2007.
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Challenges for the Computational Discovery of Scientific
Knowledge. Presented at the Workshop on Next-Generation
Data Mining, Baltimore, MD, October, 2007.
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Robust Reasoning and Learning about Goal-Directed Activities.
Presented at the ARO Workshop on Abductive Inference, College
Park, MD, August, 2007.
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Varieties of Problem Solving in a Unified Cognitive Architecture.
Presented at the Annual Meeting of the Cognitive Science Society,
Nashville, TN, August, 2007.
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A Cognitive Architecture for Integrated Intelligent Agents.
Presented at Lehigh University, Bethlehem, PA, March, 2007.
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An Interactive Environment for Scientific Model Discovery.
Presented at the NSF Workshop on Innovation, Creativity, and Design,
Austin, TX, December, 2006.
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Expertise, Transfer, and Innovation in Cognitive Systems.
Presented at the NSF Workshop on Transfer, Expertise, and Innovation,
Arlington, VA, November, 2006.
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A Unified Cognitive Architecture for Physical Agents.
Presented at the Twenty-First National Conference on Artificial
Intelligence, Boston, MA, July, 2006.
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Intelligent Behavior in Humans and Machines.
Presented at the Dartmouth Artificial Intelligence Conference:
The Next Fifty Years, Dartmouth College, Hanover, NH, July, 2006.
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Transfer of Knowledge in Cognitive Systems.
Presented at the ICML-2006 Workshop on Structural Knowledge Transfer
for Machine Learning, Pittsburgh, PA, June, 2006.
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Learning Hierarchical Task Networks by Analyzing Expert Traces.
Presented at the DARPA IPTO Meeting on Integrated Learning,
Detroit, MI, June, 2006.
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A Cognitive Architecture for Physical Agents.
Presented at the Arizona State University, Tempe, AZ, March, 2006.
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Cognitive Architectures: Psychological Constraints as Effective
Heuristics for Designing Intelligent Systems.
Presented at the AAAI Spring Symposium on Cognitive Science
Principles Meet AI-Hard Problems, Stanford, CA, March, 2006.
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An Extended Theory of Human Problem Solving.
Presented at the Twenty-Seventh Annual Conference of the Cognitive
Science Society, Stresa, Italy, July, 2005.
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Computational Discovery of Communicable Scientific Models.
Presented at the AAAI-2005 Workshop on Human Comprehensible Machine
Learning, Pittsburgh, PA, July, 2005.
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Learning Hierarchical Task Networks from Problem Solving .
Presented at the University of Washington, Seattle, WA, June, 2005.
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Architectures for Adaptive Interpretation .
Presented at the DARPA IPTO Workshop on Learning by Reading,
Seattle, WA, June, 2005.
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Cumulative Learning of Relational and Hierarchical Skills from
Problem Solving .
Presented at the Bidders' Conference for the DARPA IPTO Program
on Transfer Learning, Arlgingon, VA, March, 2005.
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Architectures for Intelligent Systems.
Presented at the AAAI Fall Symposium on Achieving Human-Level
Intelligence through Integrated Systems and Research,
Crystal City, VA, November, 2004.
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Computational Revision of Ecological Process Models.
Presented at Fourth International Workshop on Environmental
Applications of Machine Learning. Bled, Solvenia, September, 2004.
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Experimental Studies of Integrated Cognitive Systems.
Presented at the Performance Metrics for Intelligent Systems
Workshop, NIST, August, 2004.
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Computational Discovery of Explanatory Process Models.
Presented at DIMACS/GERARD Worksop on Computers and Discovery,
University of Montreal, June, 2004.
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A Cognitive Architecture for Physical Agents.
Presented at Carnegie Mellon University, June, 2004.
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Machine Learning for Cognitive Systems.
Presented at the DARPA IPTO Cognitive Systems Conference,
Arlington, VA, November, 2003.
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Robust Induction of Process Models from Time-Series Data.
Presented at the Twentieth International Conference on Machine
Learning, August, 2003.
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Machine Learning for Cognitive Networks.
Presented at the DARPA Workshop on the Knowledge Plane,
Massachusetts Institute of Technology, May, 2003.
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Challenges in the Computational Discovery of Scientific Knowledge.
Presented at the Lawrence Livermore National Laboratory, April, 2003.
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A Value-Driven Architecture for Intelligent Behavior.
Presented at the Symposium on Advances in Cognitive Architectures,
Stanford University, March, 2003.
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Adaptive User Interfaces for Personalized Services
(updated version). October, 2002.
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Filtering Information in Complex Temporal Domains.
Presented at Human-Centered Computing Review, Johnson Space
Center, October, 2002.
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Challenges in the Computational Modeling of Gene Regulation.
Presented at the Frontiers of Bioinformatics-Based
Post-Genome Analysis, Tokyo, Japan, October, 2002.
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Machine Learning of Grammatical Knowledge.
Presented at Stanford/NTT Workshop, NTT Communication Science
Laboratories, September, 2002.
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Interactive Software Environments for Computational Modeling and
Discovery.
Presented at University College Cork, Ireland, July 2002.
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Induction of Process Models from Continuous Data.
Presented at the Nineteenth International Conference
on Machine Learning, Sydney, Australia, July, 2002.
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Lessons for the Computational Discovery of Scientific Knowledge.
Presented at the ICML-2002 Workshop on Data Mining Lessons
Learned, Sydney, Australia, July, 2002.
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Heuristics for Scientific Discovery: The Legacy of Herbert Simon.
Presented at the Twenty-Third Annual Conference of the Cognitive
Science Society, August, 2001.
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Knowledge and Data in Computational Biological Discovery.
Presented at the Second International Conference on
Model-Based Reasoning, Pavia, Italy.
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Adaptive User Interfaces for Personalized Services.
Presented at the Navy Center for Applied Research in
Artificial Intelligence.
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The Computer-Aided Discovery of Scientific Knowledge.
Presented at the First International Conference on Discovery
Science, Fukuoka, Japan.
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Machine Learning for Adaptive User Interfaces.
Updated version of presentation at the 21st German Annual
Conference on Artificial Intelligence, Freiburg, Germany.
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User's Manual for Interactive Knowledge Discovery Environment.
Draft, July, 2002.
For more information, send electronic mail to
langley@isle.org