The value iteration algorithm is not strongly polynomial for discounted dynamic programming

Author:

Feinberg Eugene A.,Huang Jefferson

Publisher

Elsevier BV

Subject

Applied Mathematics,Industrial and Manufacturing Engineering,Management Science and Operations Research,Software

Reference5 articles.

1. Finite state and action MDPs;Kallenberg,2002

2. M.L. Littman, T.L. Dean, L.P. Kaelbling, On the complexity of solving Markov decision problems, in: Proceedings of the Eleventh Conference on Uncertainty in Artificial Intelligence, 1995, pp. 394–402.

3. Markov Decision Processes: Discrete Stochastic Dynamic Programming;Puterman,1994

4. Solving h-horizon, stationary Markov Decision Problems in time proportional to log(h);Tseng;Oper. Res. Lett.,1990

5. The simplex and policy-iteration methods are strongly polynomial for the Markov Decision Problem with a fixed discount rate;Ye;Math. Oper. Res.,2011

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