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» Reflections on Agent Beliefs
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AIPS
2008
13 years 9 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
13 years 2 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
CEEMAS
2005
Springer
14 years 28 days 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