4817 search results - page 430 / 964 » Learning Models of Intelligent Agents |
116
Voted
ALT
2008
Springer
16 years 1 months ago
2008
Springer
The question investigated in this paper is to what extent an input representation influences the success of learning, in particular from the point of view of analyzing agents that...
145
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ATAL
2009
Springer
15 years 11 months ago
2009
Springer
One of the key problems in reinforcement learning is balancing exploration and exploitation. Another is learning and acting in large or even continuous Markov decision processes (...
142
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ATAL
2009
Springer
15 years 11 months ago
2009
Springer
Decentralized partially observable MDPs (DEC-POMDPs) provide a rich framework for modeling decision making by a team of agents. Despite rapid progress in this area, the limited sc...
151
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ACOM
2006
Springer
15 years 10 months ago
2006
Springer
Abstract. In this paper, we identify some problems with current formalizations of conditional commitments, i.e. commitments to achieve a goal if some condition becomes true. We pre...
139
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ATAL
2008
Springer
15 years 6 months ago
2008
Springer
In open settings, the participants are autonomous and there is no central authority to ensure the felicity of their interactions. When agents interact in such settings, each relie...