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AOSE
2007
Springer
14 years 24 days ago
AgentPrIMe: Adapting MAS Designs to Build Confidence
The products of systems cannot always be judged at face value: the process by which they were obtained is also important. For instance, the rigour of a scientific experiment, the e...
Simon Miles, Paul T. Groth, Steve Munroe, Michael ...
ICCBR
2001
Springer
14 years 1 months ago
Meta-case-Based Reasoning: Using Functional Models to Adapt Case-Based Agents
It is useful for an intelligent software agent to be able to adapt to new demands from an environment. Such adaptation can be viewed as a redesign problem; an agent has some origin...
J. William Murdock, Ashok K. Goel
IJCAI
1997
13 years 10 months ago
A Music Stream Segregation System Based on Adaptive Multi-Agents
A principal problem of auditory scene analysis is stream segregation: decomposing an input acoustic signal into signals of individual sound sources included in the input. While ex...
Kunio Kashino, Hiroshi Murase
AIIDE
2009
13 years 6 months ago
IMPLANT: An Integrated MDP and POMDP Learning AgeNT for Adaptive Games
This paper proposes an Integrated MDP and POMDP Learning AgeNT (IMPLANT) architecture for adaptation in modern games. The modern game world basically involves a human player actin...
Chek Tien Tan, Ho-Lun Cheng
NIPS
2003
13 years 10 months ago
Extending Q-Learning to General Adaptive Multi-Agent Systems
Recent multi-agent extensions of Q-Learning require knowledge of other agents’ payoffs and Q-functions, and assume game-theoretic play at all times by all other agents. This pap...
Gerald Tesauro