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104
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AUTOMATICA
2006
81views more  AUTOMATICA 2006»
15 years 3 months ago
The control of a two-level Markov decision process by time aggregation
Yat-wah Wan, Xi-Ren Cao
AUTOMATICA
2002
83views more  AUTOMATICA 2002»
15 years 3 months ago
A time aggregation approach to Markov decision processes
We propose a time aggregation approach for the solution of in
Xi-Ren Cao, Zhiyuan Ren, Shalabh Bhatnagar, Michae...
125
Voted
CORR
2010
Springer
101views Education» more  CORR 2010»
15 years 3 months ago
Finite Optimal Control for Time-Bounded Reachability in CTMDPs and Continuous-Time Markov Games
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-...
Markus Rabe, Sven Schewe
143
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UAI
2000
15 years 5 months ago
The Complexity of Decentralized Control of Markov Decision Processes
We consider decentralized control of Markov decision processes and give complexity bounds on the worst-case running time for algorithms that find optimal solutions. Generalization...
Daniel S. Bernstein, Shlomo Zilberstein, Neil Imme...
136
Voted
ATAL
2009
Springer
15 years 10 months ago
Solving multiagent assignment Markov decision processes
We consider the setting of multiple collaborative agents trying to complete a set of tasks as assigned by a centralized controller. We propose a scalable method called“Assignmen...
Scott Proper, Prasad Tadepalli