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» Context-mediated behavior for intelligent agents
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AAAI
2008
15 years 8 months ago
Maximum Entropy Inverse Reinforcement Learning
Recent research has shown the benefit of framing problems of imitation learning as solutions to Markov Decision Problems. This approach reduces learning to the problem of recoveri...
Brian Ziebart, Andrew L. Maas, J. Andrew Bagnell, ...
GECCO
2007
Springer
217views Optimization» more  GECCO 2007»
15 years 8 months ago
A quantitative analysis of memory requirement and generalization performance for robotic tasks
In autonomous agent systems, memory is an important element to handle agent behaviors appropriately. We present the analysis of memory requirements for robotic tasks including wal...
DaeEun Kim
IVA
2005
Springer
15 years 12 months ago
Social Causality and Responsibility: Modeling and Evaluation
Causality is a central issue in many AI applications. Social causality, in contrast to physical causality, seeks to attribute cause and responsibility to social events, and account...
Wenji Mao, Jonathan Gratch
PRIMA
2007
Springer
16 years 15 days ago
An Agent Modeling Method Based on Scenario Rehearsal for Multiagent Simulation
Multiagent Systems are potential computational systems for various practical applications, tools, and so on. Multiagent simulation is one of the remarkable application to evaluate ...
Shohei Yamane, Toru Ishida
AAAI
2006
15 years 7 months ago
Maintaining Cooperation in Noisy Environments
To prevent or alleviate conflicts in multi-agent environments, it is important to distinguish between situations where another agent has misbehaved intentionally and situations wh...
Tsz-Chiu Au, Dana S. Nau