Sufficient Conditions for the Value Function and Optimal Strategy to be Even and Quasi-Convex.

IEEE Transactions on Automatic Control(2018)

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摘要
Sufficient conditions are identified under which the value function and the optimal strategy of a Markov decision process (MDP) are even and quasi-convex in the state. The key idea behind these conditions is the following. First, sufficient conditions for the value function and optimal strategy to be even are identified. Next, it is shown that if the value function and optimal strategy are even, t...
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关键词
Markov processes,Sufficient conditions,Convex functions,Optimal control
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