771 search results - page 45 / 155 » Markov Decision Processes with Arbitrary Reward Processes |
144
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SOCO
2010
Springer
14 years 8 months ago
2010
Springer
Decentralized partially observable Markov decision process (DEC-POMDP) is an approach to model multi-robot decision making problems under uncertainty. Since it is NEXP-complete the...
113
Voted
CORR
2010
Springer
15 years 2 months ago
2010
Springer
We establish the existence of optimal scheduling strategies for time-bounded reachability in continuous-time Markov decision processes, and of co-optimal strategies for continuous-...
132
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AAAI
2006
15 years 3 months ago
2006
My research attempts to address on-line action selection in reinforcement learning from a Bayesian perspective. The idea is to develop more effective action selection techniques b...
131
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ICASSP
2011
IEEE
14 years 5 months ago
2011
IEEE
Abstract—We consider the restless multi-armed bandit (RMAB) problem with unknown dynamics. At each time, a player chooses K out of N (N > K) arms to play. The state of each ar...
116
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CAV
2010
Springer
15 years 5 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...