Results 151 to 160 of about 9,481,834 (176)

On the Optimality Conditions for Semi-Markov Decision Processes

1977
The paper presents a recurrence formula for the difference between expected rewards and sojourn times generated by N transitions of a semi-Markov decision process with finite state space. Using the recurrence formula convergence of policy iteration method can be easily verified and also necessary and sufficient optimality conditions for average optimal
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Semi-Markov decision processes with a reachable state-subset

Optimization, 1989
We consider the problem of minimizing the long-run average expected cost per unit time in a semi-Markov decision process with arbitrary state and action space, Assuming the existence .of a Borel subset of state space called a reachable state-subset, we derive the optimality equation for the unbounded costs.
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Deterministic policy gradient algorithms for semi‐Markov decision processes

International Journal of Intelligent Systems, 2021
Ashkan Haji Hosseinloo, Munther A. Dahleh   +1 more
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Learning Automaton for Finite Semi-Markov Decision Processes

1983
A finite semi-Markov decision process is studied to maximize the expected average reward. The semi-Markov kernel of the process depends on an unknown parameter taking values in a subset [a, b] of ℝS. A controller modelled as a learning automaton updates sequentially the probabilities of generating decisions based on the observed decisions, states, and ...
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Reinforcement learning with options in semi Markov decision processes

2021
Treball fi de màster de: Master in Intelligent Interactive ...
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Semi-Markov Decision-Making Processes with Vector Gains

Theory of Probability & Its Applications, 1984
Vinogradskaya, T. M., Geninson, B. A., Rubchinskij, A. A.   +2 more
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Semi-Markov Decision Processes with Vector Pay-Offs

2022
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Cost Rate Heuristics for Semi-Markov Decision Processes

1991
National Research ...
Glazebrook, K.D., Bailey, Michael P., Whitaker, Lyn R.   +2 more
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Existence of Optimal Policies for Semi-Markov Decision Processes Using Duality for Infinite Linear Programming

SIAM Journal on Control and Optimization, 2006
Daniel Adelman, Diego Klabjan
exaly  

A basic formula for performance gradient estimation of semi-Markov decision processes

European Journal of Operational Research, 2013
Yanjie Li
exaly