2100 search results - page 147 / 420 » Observation Can Be as Effective as Action in Problem Solving |
162
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SARA
2005
Springer
15 years 12 months ago
2005
Springer
Intelligent agents acting in real world environments need to synthesize their course of action based on multiple sources of knowledge. They also need to generate plans that smoothl...
175
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SIGECOM
2010
ACM
15 years 11 months ago
2010
ACM
We analyze the complexity of computing pure strategy Nash equilibria (PSNE) in symmetric games with a fixed number of actions. We restrict ourselves to “compact” representati...
168
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NIPS
1993
15 years 7 months ago
1993
While exploring to nd better solutions, an agent performing online reinforcement learning (RL) can perform worse than is acceptable. In some cases, exploration might have unsafe, ...
138
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NIPS
2007
15 years 8 months ago
2007
Adaptation to other initially unknown agents often requires computing an effective counter-strategy. In the Bayesian paradigm, one must find a good counterstrategy to the inferre...
172
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CORR
2008
Springer
15 years 6 months ago
2008
Springer
In this paper, we propose a method for support vector machine classification using indefinite kernels. Instead of directly minimizing or stabilizing a nonconvex loss function, our...