Geometric Policy Iteration for Markov Decision Processes

Author:

Wu Yue1,De Loera Jesús A.1

Affiliation:

1. University of California, Davis, Davis, CA, USA

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference33 articles.

1. Marianne Akian and Stéphane Gaubert . 2013. Policy iteration for perfect information stochastic mean payoff games with bounded first return times is strongly polynomial. arXiv: Optimization and Control ( 2013 ). Marianne Akian and Stéphane Gaubert. 2013. Policy iteration for perfect information stochastic mean payoff games with bounded first return times is strongly polynomial. arXiv: Optimization and Control (2013).

2. Richard E. Bellman . 1957. Dynamic Programming . Princeton University Press . 392 pages. Richard E. Bellman. 1957. Dynamic Programming. Princeton University Press. 392 pages.

3. Dimitri P. Bertsekas and John N. Tsitsiklis. 1989. Convergence Rate and Termination of Asynchronous Iterative Algorithms . In Proceedings of the 3rd International Conference on Supercomputing. Association for Computing Machinery, 461--470 . Dimitri P. Bertsekas and John N. Tsitsiklis. 1989. Convergence Rate and Termination of Asynchronous Iterative Algorithms. In Proceedings of the 3rd International Conference on Supercomputing. Association for Computing Machinery, 461--470.

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1. Algebraic optimization of sequential decision problems;Journal of Symbolic Computation;2024-03

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