1138 search results - page 142 / 228 » Feature Markov Decision Processes |
128
Voted
ATAL
2009
Springer
15 years 10 months ago
2009
Springer
Recent scaling up of decentralized partially observable Markov decision process (DEC-POMDP) solvers towards realistic applications is mainly due to approximate methods. Of this fa...
103
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PRIMA
2007
Springer
15 years 9 months ago
2007
Springer
Multiagent Partially Observable Markov Decision Processes are a popular model of multiagent systems with uncertainty. Since the computational cost for finding an optimal joint pol...
149
Voted
ATAL
2003
Springer
15 years 9 months ago
2003
Springer
Given a large group of cooperative agents, selecting the right coordination or conflict resolution strategy can have a significant impact on their performance (e.g., speed of co...
120
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AAAI
2010
15 years 5 months ago
2010
Planning in large, partially observable domains is challenging, especially when a long-horizon lookahead is necessary to obtain a good policy. Traditional POMDP planners that plan...
140
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IJCAI
2003
15 years 5 months ago
2003
We address the problem of optimally controlling stochastic environments that are partially observable. The standard method for tackling such problems is to define and solve a Part...