Papers in AAMAS (and its precursor AGENTS)


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  1. The Dependence of Effective Planning Horizon on Model Accuracy.
    by Nan Jiang, Alex Kulesza, Satinder Singh, and Richard Lewis.
    In International Conference on Autonomous Agents and MultiAgent Systems (AAMAS), 2015.
    Best Paper Award
    pdf.

  2. Improving UCT Planning via Approximate Homomorphisms.
    by Nan Jiang, Satinder Singh, and Richard Lewis.
    In 13th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2014.
    pdf.

  3. Learning and Predicting Dynamic Networked Behavior with Graphical Multiagent Models
    by Quang Duong, Michael P. Wellman, Satinder Singh, and Michael Kearns.
    In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2012.
    pdf.

  4. Strong Mitigation: Nesting Search for Good Policies within Search for Good Reward
    by Jeshua Bratman, Satinder Singh, Richard Lewis, and Jonathan Sorg.
    In Proceedings of the 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2012.
    pdf.

  5. Planning and Evaluating Multiagent Influences Under Reward Uncertainty (Extended Abstract)
    by Stefan Witwicki, Inn-Tung Chen, Edmund Durfee and Satinder Singh.
    In 11th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2012.
    pdf.

  6. History-Dependent Graphical Multiagent Models
    by Quang Duong, Michael Wellman, Satinder Singh, and Yevgeniy Vorobeychik.
    In Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2010.
    pdf

  7. Linear Options
    by Jonathan Sorg and Satinder Singh.
    In Proceedings of the 9th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2010.
    (Finalist for Pragnesh Jay Modi Best Student Paper Award)
    pdf

  8. Transfer via Soft Homomorphisms
    by Jonathan Sorg and Satinder Singh.
    In Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2009.
    pdf

  9. SarsaLandmark: an Algorithm for Learning in POMDPs with Landmarks
    by Michael R. James and Satinder Singh.
    In Proceedings of the 8th International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2009.
    pdf

  10. Approximate Predictive State Representations
    by Britton Wolfe, Michael R. James and Satinder Singh.
    In Procedings of the 2008 International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2008.
    (Finalist for Pragnesh Jay Modi Best Student Paper Award)
    pdf

  11. Constraint Satisfaction Algorithms for Graphical Games
    by Vishal Soni, Satinder Singh and Michael Wellman.
    In Procedings of the 2007 International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2007.
    pdf

  12. On Discovery and Learning of Models with Predictive State Representations of State for Agents with Continuous Actions and Observations
    by David Wingate and Satinder Singh.
    In Procedings of the 2007 International Conference on Autonomous Agents and Multiagent Systems (AAMAS), 2007.
    pdf

  13. ATTac-2000: An Adaptive Autonomous Bidding Agent
    by Peter Stone, Michael Littman, Satinder Singh and Michael Kearns.
    In Proceedings of the Fifth International Conference on Autonomous Agents (AGENTS), pages 238-245, 2001.
    pdf

  14. A Social Reinforcement Learning Agent
    by Charles Isbell, Christian Shelton, Michael Kearns, Satinder Singh and Peter Stone.
    In Proceedings of the Fifth International Conference on Autonomous Agents (AGENTS), pages 377-384, 2001.
    Winner of Best Paper Award.
    pdf
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