1138 search results - page 122 / 228 » Feature Markov Decision Processes |
163
Voted
ATVA
2006
Springer
15 years 7 months ago
2006
Springer
Generic representatives have been proposed for the effective combination of symmetry reduction and symbolic representation with BDDs in non-probabilistic model checking. This appro...
135
Voted
CAV
2010
Springer
15 years 7 months ago
2010
Springer
Often one has a preference order among the different systems that satisfy a given specification. Under a probabilistic assumption about the possible inputs, such a preference order...
104
Voted
NIPS
2003
15 years 5 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...
133
Voted
PKDD
2010
Springer
15 years 2 months ago
2010
Springer
Abstract. One of the key problems in model-based reinforcement learning is balancing exploration and exploitation. Another is learning and acting in large relational domains, in wh...
125
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IPTPS
2003
Springer
15 years 9 months ago
2003
Springer
In a peer-to-peer file-sharing system, a client desiring a particular file must choose a source from which to download. The problem of selecting a good data source is difficult...