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AUTOMATICA
2002
83views more  AUTOMATICA 2002»
13 years 5 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...
CORR
2010
Springer
101views Education» more  CORR 2010»
13 years 5 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
UAI
2000
13 years 7 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...
ATAL
2009
Springer
14 years 6 days 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