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» Agent Oriented Modelling of Tactical Decision Making
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ATAL
2009
Springer
15 years 7 months ago
Constraint-based dynamic programming for decentralized POMDPs with structured interactions
Decentralized partially observable MDPs (DEC-POMDPs) provide a rich framework for modeling decision making by a team of agents. Despite rapid progress in this area, the limited sc...
Akshat Kumar, Shlomo Zilberstein
85
Voted
ATAL
2005
Springer
15 years 6 months ago
Argument-based negotiation in a social context
Argumentation-based negotiation (ABN) provides agents with an effective means to resolve conflicts within a multi-agent society. However, to engage in such argumentative encounter...
Nishan C. Karunatillake, Nicholas R. Jennings, Iya...
AAAI
2008
15 years 2 months ago
Learning and Inference with Constraints
Probabilistic modeling has been a dominant approach in Machine Learning research. As the field evolves, the problems of interest become increasingly challenging and complex. Makin...
Ming-Wei Chang, Lev-Arie Ratinov, Nicholas Rizzolo...
101
Voted
IJCAI
1993
15 years 1 months ago
A Model-Theoretic Approach to the Verification of Situated Reasoning Systems
agent-oriented system. We show the complexity to be linear time for one of these logics and polynomial time for another, thus providing encouraging results with respect to the prac...
Anand S. Rao, Michael P. Georgeff
98
Voted
ATAL
2009
Springer
15 years 7 months ago
Bounded rationality via recursion
Current trends in model construction in the field of agentbased computational economics base behavior of agents on either game theoretic procedures (e.g. belief learning, fictit...
Maciej Latek, Robert L. Axtell, Bogumil Kaminski