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ORL
2007
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13 years 10 months ago
NP-Hardness of checking the unichain condition in average cost MDPs
The unichain condition requires that every policy in an MDP result in a single ergodic class, and guarantees that the optimal average cost is independent of the initial state. We ...
John N. Tsitsiklis
UAI
2004
14 years 8 days ago
Discretized Approximations for POMDP with Average Cost
In this paper, we propose a new lower approximation scheme for POMDP with discounted and average cost criterion. The approximating functions are determined by their values at a fi...
Huizhen Yu, Dimitri P. Bertsekas