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  • Search: subject:"AMS Subject Classifications: Primary"
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Secondary 4 AMS Subject Classifications. Primary 2 AMS Subject Classifications: Primary 2 Constant average cost 2 Constant risk sensitivity 2 Contractive Operator 2 Convergence of the value iteration approximations 2 Key words: Exponential utility function 2 Key words: Successive approximations 2 Markov decision processes 2 Optimality Equation 2 Schweitzer's Transformation 2 Weak communication condition 2
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Article 4
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Cavazos-Cadena, Rolando 4
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Computational Statistics 2 Mathematical Methods of Operations Research 2
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RePEc 4
Showing 1 - 4 of 4
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Solution to the risk-sensitive average cost optimality equation in a class of Markov decision processes with finite state space
Cavazos-Cadena, Rolando - In: Computational Statistics 57 (2003) 2, pp. 263-285
This work concerns discrete-time Markov decision processes with finite state space and bounded costs per stage. The decision maker ranks random costs via the expectation of the utility function associated to a constant risk sensitivity coefficient, and the performance of a control policy is...
Persistent link: https://www.econbiz.de/10010759568
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Solution to the risk-sensitive average cost optimality equation in a class of Markov decision processes with finite state space
Cavazos-Cadena, Rolando - In: Mathematical Methods of Operations Research 57 (2003) 2, pp. 263-285
This work concerns discrete-time Markov decision processes with finite state space and bounded costs per stage. The decision maker ranks random costs via the expectation of the utility function associated to a constant risk sensitivity coefficient, and the performance of a control policy is...
Persistent link: https://www.econbiz.de/10010999981
Saved in:
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Value iteration and approximately optimal stationary policies in finite-state average Markov decision chains
Cavazos-Cadena, Rolando; Cavazos-Cadena, Rolando - In: Mathematical Methods of Operations Research 56 (2002) 2, pp. 181-196
This work concerns finte-state Markov decision chains endowed with the long-run average reward criterion. Assuming that the optimality equation has a solution, it is shown that a nearly optimal stationary policy, as well as an approximation to the optimal average reward within a specified error,...
Persistent link: https://www.econbiz.de/10010950234
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Value iteration and approximately optimal stationary policies in finite-state average Markov decision chains
Cavazos-Cadena, Rolando; Cavazos-Cadena, Rolando - In: Computational Statistics 56 (2002) 2, pp. 181-196
This work concerns finte-state Markov decision chains endowed with the long-run average reward criterion. Assuming that the optimality equation has a solution, it is shown that a nearly optimal stationary policy, as well as an approximation to the optimal average reward within a specified error,...
Persistent link: https://www.econbiz.de/10010759438
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