656 search results - page 87 / 132 » Complexity of finite-horizon Markov decision process problem... |
NIPS
2003
15 years 3 months ago
2003
We study an approach to policy selection for large relational Markov Decision Processes (MDPs). We consider a variant of approximate policy iteration (API) that replaces the usual...
127
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ECAI
2004
Springer
15 years 7 months ago
2004
Springer
Abstract. The emergence of complex network structures of relationships between autonomous agents occurs in a wide range of distributed systems. Many researchers have proposed model...
143
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GECCO
2008
Springer
15 years 3 months ago
2008
Springer
Many sectors of the military are interested in Self-Organized (SO) systems because of their flexibility, versatility and economics. The military is researching and employing auto...
113
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QEST
2007
IEEE
15 years 8 months ago
2007
IEEE
We give an overview of GRIP, a symmetry reduction tool for the probabilistic model checker PRISM, together with experimental results for a selection of example specifications. 1 ...
125
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LION
2007
Springer
15 years 8 months ago
2007
Springer
This paper is about Reinforcement Learning (RL) applied to online parameter tuning in Stochastic Local Search (SLS) methods. In particular a novel application of RL is considered i...