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Reduction of total|cost and average|cost MDPs with weakly ...


Reduction of total-cost and average-cost MDPs with weakly ...

... cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs ... MDPs to which the undiscounted MDPs are reduced have weakly ...

Reduction of total-cost and average-cost MDPs with weakly ... - arXiv

Title:Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs ; Subjects: Optimization ...

Reduction of total-cost and average-cost MDPs with weakly ...

Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs. Eugene A. Feinberga ...

Reduction of total-cost and average-cost MDPs with weakly ...

Download Citation | Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs | This note describes ...

Reduction of total-cost and average-cost MDPs with weakly ...

Title: Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs.

Reduction of total-cost and average-cost MDPs with weakly ...

Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs. Eugene A. Feinberga,*, Jefferson Huangb a ...

On the reduction of total cost and average cost MDPs to discounted ...

An algorithm solves an MDP (with finite state & action sets) in strongly polynomial time if the # of arithmetic operations needed can be.

On the Reduction of Total-Cost and Average-Cost MDPs to ...

This paper provides conditions under which countable-state total-cost and average-cost Markov decision processes (MDPs) can be reduced to discounted ones.

Reduction of total-cost and average-cost MDPs with weakly ...

Title: Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs ; Award ID's: 1636193.

On the reduction of total‐cost and average‐cost MDPs to discounted ...

"Average Cost Markov Decision Processes with Weakly Continuous Transition Probabilities," Mathematics of Operations Research, INFORMS, vol. 37(4), pages 591 ...

[1711.06803] Reduction of total-cost and average-cost MDPs with ...

Mathematics > Optimization and Control · Title:Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs.

Average Cost Markov Decision Processes with Weakly Continuous ...

the setwise continuity assumption for MDPs is not stronger than the weak continuity assumption, because the ... Since u e L(X) and q is weakly continuous in a, ...

On the reduction of total‐cost and average‐cost MDPs to discounted ...

22 E.A. Feinberg, P.O. Kasyanov, and N. V. Zadoianchuk, Average cost Markov decision processes with weakly continuous transition probabilities, ...

Average Cost Markov Decision Processes with Weakly Continuous ...

Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs. Operations Research Letters ...

On the Reduction of Total-Cost and Average-Cost MDPs to ... - arXiv

In particular, these reductions imply sufficient conditions for the validity of optimality equations and the existence of stationary optimal ...

Reduction of average-cost Markov Decision Processes to ...

Reducing average-cost MDPs to discounting. ▻ Complexity of policy ... ▷ weakly polynomial - Meister and Holzbaur (1986). ▷ strongly ...

Computational complexity estimates for value and policy iteration ...

strongly polynomial for discounted MDPs. ▷ Under certain conditions, undiscounted total-cost and average-cost MDPs can be reduced to ...

[PDF] On the optimality equation for average cost Markov decision ...

Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs · E. FeinbergJefferson Huang. Business ...

Learning Unknown Markov Decision Processes: A Thompson ...

An MDP is weakly communicating (or weak accessible) if its states can be partitioned into two subsets: in the first subset all states are transient under every ...

‪Jefferson Huang‬ - ‪Google 学术搜索‬

Reduction of total-cost and average-cost MDPs with weakly continuous transition probabilities to discounted MDPs. EA Feinberg, J Huang. Operations Research ...