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» Generalized Belief Propagation
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JASSS
2002
244views more  JASSS 2002»
15 years 6 months ago
Applications of Simulation to Social Sciences
What is the degree of sophistication that we have to put into the agents in agents based computer simulation models? Should we provide them with a "mind"? The answer ran...
Gérard Ballot, Gérard Weisbuch
LOGCOM
2002
116views more  LOGCOM 2002»
15 years 6 months ago
Formalizing Collaborative Decision-making and Practical Reasoning in Multi-agent Systems
paper, we present an abstract formal model of decision-making in a social setting that covers all aspects of the process, from recognition of a potential for cooperation through t...
Pietro Panzarasa, Nicholas R. Jennings, Timothy J....
LOGCOM
1998
126views more  LOGCOM 1998»
15 years 6 months ago
Engineering AgentSpeak(L): A Formal Computational Model
Perhaps the most successful agent architectures, and certainly the best known, are those based on the Belief-Desire-Intention (BDI) framework. Despite the wealth of research that ...
Mark d'Inverno, Michael Luck
IJRR
2010
162views more  IJRR 2010»
15 years 4 months ago
Planning under Uncertainty for Robotic Tasks with Mixed Observability
Partially observable Markov decision processes (POMDPs) provide a principled, general framework for robot motion planning in uncertain and dynamic environments. They have been app...
Sylvie C. W. Ong, Shao Wei Png, David Hsu, Wee Sun...
JAIR
2010
145views more  JAIR 2010»
15 years 4 months ago
Planning with Noisy Probabilistic Relational Rules
Noisy probabilistic relational rules are a promising world model representation for several reasons. They are compact and generalize over world instantiations. They are usually in...
Tobias Lang, Marc Toussaint