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ATAL
2003
Springer
15 years 11 months ago
Minimizing communication cost in a distributed Bayesian network using a decentralized MDP
In complex distributed applications, a problem is often decomposed into a set of subproblems that are distributed to multiple agents. We formulate this class of problems with a tw...
Jiaying Shen, Victor R. Lesser, Norman Carver
AGI
2008
15 years 7 months ago
A computational approximation to the AIXI model
Universal induction solves in principle the problem of choosing a prior to achieve optimal inductive inference. The AIXI theory, which combines control theory and universal induct...
Sergey Pankov
FLAIRS
2006
15 years 7 months ago
On Repairing Reasoning Reversals via Representational Refinements
Representation is a fluent. A mismatch between the real world and an agent's representation of it can be signalled by unexpected failures (or successes) of the agent's r...
Alan Bundy, Fiona McNeill, Christopher Walton
AAAI
1996
15 years 7 months ago
Opportunity Recognition in Complex Environments
An agent operating in an unpredictable world must be able to take advantage of opportunities but cannot afford to perform a detailed analysis of the effects of every nuance of the...
Louise Pryor
IAT
2003
IEEE
15 years 11 months ago
On Need-driven Proactive Information Exchanges in Agent Teams
Members of high-performing human teams can often anticipate information needs of teammates and offer relevant information to them proactively. Such capabilities are highly desirab...
John Yen, Xiaocong Fan, Richard A. Volz