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101
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AAAI
2000
15 years 2 months ago
2000
The task of generating minimal models of a knowledge base is a significant computational problem in artificial intelligence. This task is at the computational heart of diagnosis s...
112
Voted
KCAP
2009
ACM
15 years 7 months ago
2009
ACM
As computational learning agents move into domains that incur real costs (e.g., autonomous driving or financial investment), it will be necessary to learn good policies without n...
110
Voted
IAT
2010
IEEE
14 years 10 months ago
2010
IEEE
Abstract--Collaborating agents require either prior agreement on the shared vocabularies that they use for communication, or some means of translating between their private ontolog...
83
Voted
ML
1998
ACM
15 years 8 days ago
1998
ACM
Abstract. Learning in a multiagent environment is complicated by the fact that as other agents learn, the environment effectively changes. Moreover, other agents’ actions are oft...
102
Voted
ECAI
2006
Springer
15 years 4 months ago
2006
Springer
We describe a generalized Q-learning type algorithm for reinforcement learning in competitive multi-agent games. We make the observation that in a competitive setting with adaptive...