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» Beliefs in Agent Implementation
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AIPS
2008
13 years 11 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 3 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 2 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
AAMAS
2010
Springer
13 years 8 months ago
Modeling self-deception within a decision-theoretic framework
Computational modeling of human belief maintenance and decision-making processes has become increasingly important for a wide range of applications. In this paper, we present a fra...
Jonathan Y. Ito, David V. Pynadath, Stacy C. Marse...
ESAW
2009
Springer
14 years 3 months ago
Knowledge Management in Role Based Agents
In multi-agent system literature, the role concept is getting ngly researched to provide an abstraction to scope beliefs, norms, goals of agents and to shape relationships of the a...
Hüseyin Kir, Erdem Eser Ekinci, Oguz Dikenell...