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» Reflections on Agent Beliefs
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AIPS
2008
14 years 12 months ago
Exact Dynamic Programming for Decentralized POMDPs with Lossless Policy Compression
High dimensionality of belief space in DEC-POMDPs is one of the major causes that makes the optimal joint policy computation intractable. The belief state for a given agent is a p...
Abdeslam Boularias, Brahim Chaib-draa
KI
2010
Springer
14 years 4 months ago
Focused Belief Revision as a Model of Fallible Relevance-Sensitive Perception
We present a framework for incorporating perception-induced beliefs into the knowledge base of a rational agent. Normally, the agent accepts the propositional content of perception...
Haythem O. Ismail, Nasr Kasrin
112
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CEEMAS
2005
Springer
15 years 3 months ago
Policies for Common Awareness in Organized Settings
Groups of collaborative agents need to create group beliefs (acceptances) in order to act as a single entity. The notion of mutual or collective belief, which has been used extensi...
Ioannis Partsakoulakis, George A. Vouros