AAAI’s Fall Symposium Series affords participants a smaller, more intimate setting where they can share ideas and learn from each other’s research. Topics for the symposia change each year, and the limited seating capacity and relaxed atmosphere allow for workshoplike interaction. The Fall Symposium series is usually held on the east coast during late October or early November. For individual papers or abstracts of fall symposium papers, you should consult the following contents:

| 2017 | 2016 | 2015 | 2014 | 2013 | 2012 | 2011 | 2010 | 2009 | 2008 | 2007 | 2006 | 2005 | 2004 |
| 2003 | 2002 | 2001 | 2000 | 1999 | 1998 | 1997 | 1996 | 1995 | 1994 | 1993 | 1992 |

2017

• Artificial Intelligence for Human-Robot Interaction — Laura Hiatt, Elin A. Topp, Organizers (FS-17-01)
• Cognitive Assistance in Government and Public Sector Applications — Frank Stein, Program Chair (FS-17-02)
• Deep Models and Artificial Intelligence for Military Applications: Potentials, Theories, Practices, Tools and Risks — Ying Zhao, Program Chair (FS-17-03)
• Human-Agent Groups: Studies, Algorithms and Challenges — Marlena Fraune, Vaibhav V. Unhelkar, Bradley Hayes, Selma Sabanovic, Julie Shah, Friederike Eyssel, Malte Jung, Organizers (FS-17-04)
• A Standard Model of the Mind — John Laird, Christian Lebiere, Paul S. Rosenbloom, Organizers (FS-17-05)

2016

• Artificial Intelligence for Human-Robot Interaction — Ross Mead, Dan Grollman, Tiago Ribeiro, Tom Williams, Patricia Alves-Oliveira, Richard G. Freedman, Nick DePalma, Gordon Briggs, Frank Broz, Katrin Lohan, Bradley Hayes, Organizers (FS-16-01)
• Cognitive Assistance in Government and Public Sector Applications; Frank Stein, Program Chair (FS-16-02)
• Cross-Disciplinary Challenges for Autonomous Systems — Laura Humphrey, Ufuk Topcu, Satinder Singh, Chris Miller, Moshe Vardi, Organizers (FS-16-03)
• Privacy and Language Technologies — Shomir Wilson, Fei Liu, Alessandro Oltramari, Organizerss (FS-16-04)
• Shared Autonomy in Research and Practice — Laura Herlant, Chair (FS-16-05)

2015

• Artificial Intelligence for Human-Robot Interaction — Bradley Hayes, Matthew Gombolay, Program Cochairs (FS-15-01)
• Cognitive Assistance in Government and Public Sector Applications; Frank Stein, Program Chair (FS-15-02)
• Deceptive and Counter-Deceptive Machines — Micah H. Clark, Program Chair (FS-15-03)
• Embedded Machine Learning — Rich Caruana, Tom Dietterich, Dragos Margineantu, Program Cochairs (FS-15-04)
• Self-Confidence in Autonomous Systems — Nisar Ahmed, Mary Cummings, Christopher Miller, Program Cochairs (FS-15-05)
• Sequential Decision Making for Intelligent Agents — Matthijs T. J. Spaan, Program Chair (FS-15-06)

2014

• Artificial Intelligence for Human-Robot Interaction — Andrea L. Thomaz, Chad Jenkins, Sonia Chernova, Kris Hauser, Maja J. Mataric, Manuela Veloso, Program Cochairs (FS-14-01)
• Energy Market Prediction — Kiran Lakkaraju, Eugene Vorobeychik, Adam Cohen, Program Cochairs (FS-14-02)
• Expanding the Boundaries of Health Informatics Using AI: Making Personalized and Participatory Medicine A Reality — Martin Michalowski, Program Chair (FS-14-03)
• Knowledge, Skill, and Behavior Transfer in Autonomous Robots — Matteo Leonetti, Program Chair (FS-14-04)
• Modeling Changing Perspectives: Reconceptualizing Sensorimotor Experiences — Georgi Stojanov, Bipin Indurkhya, Frank Guerin, Tony Veale, Program Cochairs (FS-14-05)
• Natural Language Access to Big Data — Dan G. Tecuci, Ulli Waltinger, Daniel Sonntag, Program Cochairs (FS-14-06)
• The Nature of Humans and Machines — A MultidisciplinaryDiscourse — Larry Medsker, Program Chair (FS-14-07)

2013

• Discovery Informatics: AI Takes a Science-Centered View on Big Data — Gully APC Burns, Yolanda Gil, Yan Liu, Natalia Villanueva-Rosales, Program Cochairs (FS-13-01)
• How Should Intelligence Be Abstracted in AI Research: MDPs, Symbolic Representations, Artificial Neural Networks, or ? — Sebastian Risi, Joel Lehman, Jeff Clune, Program Cochairs (FS-13-02)
• Integrated Cognition — Christian Lebiere, Paul S. Rosenbloom, Program Cochairs (FS-13-03)
• Semantics for Big Data — Frank van Harmelen, James A. Hendler, Pascal Hitzler, Krzysztof Janowicz, Program Cochairs (FS-13-04)
• Social Networks and Social Contagion: Web Analytics and Computational Social Science — Samarth Swarup, Program Cochair (FS-13-05)

2012

• Artificial Intelligence for Gerontechnology — Diane J. Cook, Narayanan C. Krishnan, Parisa Rashidi, Marjorie Skubic, Alex Mihailidis, Program Cochairs (FS-12-01)
• Artificial Intelligence of Humor — Victor Raskin, Julia M. Taylor, Program Cochairs (FS-12-02)
• Discovery Informatics: The Role of AI Research in Innovating Scientific Processes — Yolanda Gil, Haym Hirsh, Program Cochairs (FS-12-03)
• Human Control of Bioinspired Swarms — Michael Lewis, Katia Sycara, Paul Scerri, Michael Goodrich, Marc Steinberg, Program Cochairs (FS-12-04)
• Information Retrieval and Knowledge Discovery in Biomedical Text — Lana Yeganova, Rezarta Islamaj Dogan, Vahan Grigoryan, Mark Dredz, Program Cochairs (FS-12-05)
• Machine Aggregation of Human Judgment — Wei Sun, Program Chair (FS-12-06)
• Robots Learning Interactively from Human Teachers — Cetin Mericli, Program Chair (FS-12-07)
• Social Networks and Social Contagion — Samarth Swarup, Madhav Marathe, Kiran Lakkaraju, Noshir Contractor, Milind Tambe, Winter Mason, Program Cochairs (FS-12-08)

2011

• Advances in Cognitive Systems — Pat Langley, Program Chair (FS-11-01)
• Building Representations of Common Ground with Intelligent Agents — Sam Blisard and Wende Frost, Program Cochairs (FS-11-02)
• Complex Adaptive Systems: Energy, Information, and Intelligence — Mirsad Hadzikadic and Ted Carmichael, Program Cochairs (FS-11-03)
• Question Generation — Arthur Graesser, James Lester, Jack Mostow, Rashmi Prasad, and Svetlana Stoyanchev, Program Cochairs (FS-11-04)
• Robot-Human Teamwork in Dynamic Adverse Environment — Geert-Jan M. Kruijff and Fiora Pirri, Program Cochairs (FS-11-05)
• Funding Seminar Slides — Sven Koenig (not formally published)

2010

• Cognitive and Metacognitive Educational Systems — Roberto Pirrone, Roger Azevedo, and Gautam Biswas, Program Cochairs (FS-10-01)
• Commonsense Knowledge — Catherine Havasi, Doug Lenat, and Benjamin Van Durme, Program Cochairs (FS-10-02)
• Complex Adaptive Systems: Resilience, Robustness, and Evolvability — Mirsad Hadzikadic and Ted Carmichael, Program Cochairs (FS-10-03)
• Computational Models of Narrative — Mark Finlayson, Program Chair (FS-10-04)
• Dialog with Robots — Dan Bohus, Eric Horvitz, Takayuki Kanda, Bilge Mutlu, and Antoine Raux, Program Cochairs (FS-10-05)
• Manifold Learning and Its Applications — Oluwasanmi Koyejo and Richard Souvenir, Program Cochairs (FS-10-06)
• Proactive Assistant Agents — Felipe Meneguzzi and Jean Oh, Program Cochairs (FS-10-07)
• Quantum Informatics for Cognitive, Social, and Semantic Processes — Peter D. Bruza, William Lawless, Keith van Rijsbergen, Donald A. Sofge, and Dominic Widdows, Program Cochairs (FS-10-08)

2009

• Biologically Inspired Cognitive Architectures-II — Alexei V. Samsonovich, Program Chair (FS-09-01)
• Cognitive and Metacognitive Educational Systems — Roberto Pirrone, Roger Azevedo, and Gautam Biswas, Program Cochairs (FS-09-02)
• Complex Adaptive Systems and the Threshold Effect: Views from the Natural and Social Sciences — Mirsad Hadzikadic and Ted Carmichael, Program Cochairs (FS-09-03)
• Manifold Learning and Its Applications — Richard Souvenir, Program Chair (FS-09-04)
• Multirepresentational Architectures for Human-Level Intelligence — Unmesh Kurup and B. Chandrasekaran, Program Cochairs (FS-09-05)
• The Uses of Computational Argumentation — Trevor Bench-Capon, Simon Parsons, and Henry Prakken, Program Cochairs (FS-09-06)
• Virtual Healthcare Interaction — Nancy Green and Donia Scott, Program Cochairs (FS-09-07)

2008

• Adaptive Agents in Cultural Contexts — Alex Davis and Jeremy Ludwig Program Cochairs (FS-08-01)
• AI in Eldercare: New Solutions to Old Problems — Marge Skubic, Program Chair (FS-08-02)
• Automated Scientific Discovery — Selmer Bringsjord and Andrew Shilliday, Program Cochairs (FS-08-03)
• Biologically Inspired Cognitive Architectures — Alexei V. Samsonovich, Program Chair (FS-08-04)
• Multimedia Information Extraction — Mark Maybury and Sharon Walter, Program Cochairs (FS-08-05)
• Naturally-Inspired Artificial Intelligence — Jacob Beal, Paul Bello, Nick Cassimatis, Michael Coen, and Patrick Winston, Program Cochairs (FS-08-06)

2007

• AI and Consciousness: Theoretical Foundations and Current Approach — Antonio Chella and Riccardo Manzotti Program Cochairs (FS-07-01)
• Artificial Intelligence for Prognostics — George Vachtsevanos, Serdar Uckun, and Kai Goebel, Program Cochairs (FS-07-02)
• Computational Approaches to Representation Change during Learning and Development — Clayton T. Morrison and Tim Oates, Program Cochairs (FS-07-03)
• Emergent Agents and Socialities: Social and Organizational Aspects of Intelligence — Goran P. Trajkovski and Samuel G. Collins, Program Cochairs (FS-07-04)
• Intelligent Narrative Technologies — Brian S. Magerko and Mark O. Riedl, Program Cochairs (FS-07-05)
• Regarding the Intelligence in Distributed Intelligent Systems — Tim Finin, Lalana Kagal, Elisa Kendall, Jason H. Li, Margaret Lyell, and Walt Truszkowski, Program Cochairs (FS-07-06)

2006

• Aurally Informed Performance: Integrating Machine Listening and Auditory Presentation in Robotic Systems — Derek Brock, Ramani Duraiswami, and Alexander I. Rudnicky, Program Cochairs (FS-06-01)
• Capturing and Using Patterns for Evidence Detection — Ken Murray and Ian Harrison, Program Chair (FS-06-02)
• Developmental Systems — Sanjeev Kumar, Gregory S. Hornby, and Joshua Bongard, Program Cochairs (FS-06-03)
• Integrating Reasoning into Everyday Applications — Michael Kassoff, Program Chair (FS-06-04)
• Interaction and Emergent Phenomena in Societies of Agent — Goran P. Trajkovski and Samuel G. Collins, Program Cochairs (FS-06-05)
• Semantic Web for Collaborative Knowledge Acquisition — Vasant Honavar and Tim Finin, Program Cochairs (FS-06-06)
• Spacecraft Autonomy: Using AI to Expand Human Space Exploration — Ari Jonsson and David Kortenkamp, Program Cochairs (FS-06-07)

2005

• Agents and the Semantic Web — Terry Payne and Valentina Tamma, Program Cochairs (FS-05-01)
• Caring Machines: AI in Eldercare — Timothy Bickmore, Program Chair (FS-05-02)
• Coevolutionary and Coadaptive Systems — G Mitchell, A. Potter and R. Paul Wiegand, Program Cochairs (FS-05-03)
• Explanation-Aware Computing — Thomas Roth-Berghofer and Stefan Schulz, and Andrea Woody, Program Cochairs (FS-05-04)
• From Reactive to Anticipatory Cognitive Embodied Systems — Cristiano Castelfranchi, Christian Balkenius, Martin Butz, and Andrew Ortony, Program Cochairs (FS-05-05)
• Machine Ethics — Michael Anderson, Susan Leigh Anderson, and Chris Arme, Program Cochairs (FS-05-06)
• Mixed Initiative Problem-Solving Assistants — David W. Aha and Gheorghe Tecuci, Program Cochairs (FS-05-07)
• Roles, An Interdisciplinary Perspective — Guido Boella, James Odell, Leendert van der Torre, and Harko Verhagen, Program Cochairs (FS-05-08)

2004

• Achieving Human-Level Intelligence through Integrated Systems and Research — Nicholas Cassimatis and Patrick Winston, Program Cochairs (FS-04-01)
• Artificial Multi-Agent Learning — Sean Luke, Program Chair (FS-04-02)
• Compositional Connectionism in Cognitive Science — Simon D. Levy and Ross Gayler, Program Cochairs (FS-04-03)
• Dialogue Systems for Health Communications — Timothy Bickmore, Program Chair (FS-04-04)
• The Intersection of Cognitive Science and Robotics: From Interfaces to Intelligence — Alan Schultz, Program Chair (FS-04-05)
• Making Pen-Based Interaction Intelligent and Natural — Randall Davis, James Landay, Tom Stahovich, Rob Miller, and Eric Saund, Program Cochairs (FS-04-06)
• Style and Meaning in Language, Art, Music, and Design — Shlomo Argamon, Shlomo Dubnov, and Julie Jupp, Program Cochairs (FS-04-07)

2003

• No Symposium was held in 2003

2002

• Chance Discovery: The Discovery and Management of Chance Events — Peter McBurney, Yukio Ohsawa, and Simon Parsons, Program Cochairs (FS-02-01)
• Etiquette for Human-Computer Work — Christopher Miller, Program Chair (FS-02-02)
• Human-Robot Interaction — Alan C. Schultz, Program Chair (FS-02-03)
• Personalized Agents — Peter Stone, Charles Isbell, and Gal Kaminka, Program Cochairs (FS-02-04)
• Intent Inference for Users, Teams, and Adversaries — Eugene Santos Jr. and Benjamin Bell, Program Cochairs (FS-02-05)

2001

• Anchoring Symbols to Sensor Data in Single and Multiple Robot Systems - Silvia Coradeschi and Alessandro Saffiotti, Program Cochairs (FS-01-01)
• Emotional and Intelligent II: The Tangled Knot of Social Cognition - Lola D. Cañamero, Program Chair (FS-01-02)
• Negotiation Methods for Autonomous Cooperative Systems - Costas Tsatsoulis, Program Chair (FS-01-03)
• Using Uncertainty Within Computation - Carla Gomes and Toby Walsh, Program Cochairs (FS-01-04)
• Intent Inference for Collaborative Tasks - Benjamin Bell and Eugene Santos, Program Cochairs (FS-01-05)

2000

• Building Dialog Systems for Tutorial Applications - Carolyn Penstein Rosé and Reva Freedman, Program Cochairs (FS-00-01)
• Learning How to Do Things - Mathias Bauer and Charles Rich, Program Cochairs (FS-00-02)
• Simulating Human Agents - Michael Freed, Program Chair (FS-00-03)
• Socially Intelligent Agents: The Human in the Loop - Kerstin Dautenhahn, Program Chair (FS-00-04)

1999

• Narrative Intelligence-- Michael Mateas and Phoebe Sengers, Program Cochairs (FS-99-01)
• Question Answering Systems-- Vinay Chaudhri and Richard Fikes, Program Cochairs (FS-99-02)
• Psychological Models of Communication in Collaborative Systems — Susan E. Brennan, Alain Giboin, and David Traum, Program Cochairs (FS-99-03)
• Using Layout for the Generation Understanding or Retrieval of Documents — Richard Power and Donia Scott, Program Cochairs (FS-99-04)

1998

• Artificial Intelligence and Link Analysis — David Jensen and Henry Goldberg, Program Cochairs (FS-98-01)
• Cognitive Robotics — Giuseppe De Giacomo, Program Chair (FS-98-02)
• Emotional and Intelligent: The Tangled Knot of Cognition — Dolores Canamero, Program Chair (FS-98-03)
• Formalizing Reasoning with Visual and Diagrammatic Representations — Gerard Allwein, Kim Marriott, Bernd Meyer, Program Cochairs (FS-98-04)

1997

• Intelligent Tutoring System Authoring Tools — Carol Luckhardt Redfield, Program Cochair (FS-97-01)
• Socially Intelligent Agents — Kerstin Dautenhahn, Program Cochair (FS-97-02)
• Reasoning the Diagrammatic Representations — Michael Anderson, Program Chair (FS-97-03)
• Frontiers in Soft Computing and Decision Systems — Larry Medsker, Program Chair (FS-97-04)

1996

• Plan Execution: Problems and Issues — Louise Pryor, Program Cochair (FS-96-01)
• Embodied Cognition and Action — Maja Mataric, Program Cochair (FS-96-02)
• Configuration — Boi Faltings and Eugene Freuder, Program Cochairs (FS-96-03)
• Knowledge Representation Systems Based on Natural Language — Lucja Iwansky, Program Cochair (FS-96-04)
• Developing Assistive Technology for People with Disabilities — Holly Yanco, Program Cochair (FS-96-05)

1995

• Genetic Programming — John R. Koza and Eric V. Siegel, Program Cochairs (FS-95-01)
• Formalizing Context — Sasa Buvac, Program Chair (FS-95-02)
• AI Applications in Knowledge Navigation and Retrieval — Robin Burke, Program Chair (FS-95-03)
• Adaptation of Knowledge for Reuse — David W. Aha and Ashwin Ram, Program Cochairs, Program Cochairs (FS-95-04)
• Embodied Language and Action — Ian Horswill and Marilyn Walker, Program Cochairs (FS-95-05)

1994

• Planning and Learning: On to Real Applications — Yolanda Gil and Manuela Veloso, Program Cochairs (FS-94-01)
• Relevance — Russ Greiner and Devika Subramanian, Program Cochairs (FS-94-02)
• Control of the Physical World by Intelligent Agents — Benjamin Kuipers and Lyle Ungar, Program Cochairs (FS-94-03)
• Knowledge Representation for Natural Language Processing in Implemented Systems — Syed Ali, Program Chair (FS-94-04)
• Improving Instruction of Introductory Artificial Intelligence: — Marti Hearst, Program Chair (FS-94-05)

1993

• Automated Deduction in Nonstandard Logics — Peter Jackson and Rich Scherl, Program Chairs (FS-93-01)
• Games: Planning and Learning — Susan Epstein and Robert Levinson, Program Chairs (FS-93-02)
• Instantiating Real-World Agents — Pete Bonasso and David Miller, Program Chairs (FS-93-03)
• Machine Learning in Computer Vision: What, Why, and How? — Kevin Bowyer and Lawrence Hall, Program Cochairs (FS-93-04)
• Human-Computer Collaboration: Reconciling Theory, Synthesizing Practice — Loren Terveen, Program Chair (FS-93-05)

1992

• Intelligent Scientific Computation — Elaine Kant, Program Chair (FS-92-01)
• Applications of Artificial Intelligence to Real-World Autonomous Mobile Robots — Erann Gat and Marc Slack, Program Chairs (FS-92-02)
• Design from Physical Principles — Brian Williams and Leo Joskowicz, Program Chairs (FS-92-03)
• Probabilistic Approaches to Natural Language — Robert Goldman, chair (FS-92-04)

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