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Perceptive Evaluation for the Optimal Discounted Reward in Markov Decision Processes

BOOK CHAPTER published 2005 in Modeling Decisions for Artificial Intelligence

Authors: Masami Kurano | Masami Yasuda | Jun-ichi Nakagami | Yuji Yoshida

Markov-type fuzzy decision processes with a discounted reward on a closed interval

JOURNAL ARTICLE published August 1996 in European Journal of Operational Research

Authors: Masami Kurano | Masami Yasuda | Jun-ichi Nakagami | Yuji Yoshida

Interval Methods for Uncertain Markov Decision Processes

BOOK CHAPTER published 2002 in Markov Processes and Controlled Markov Chains

Authors: Masami Kurano | Masami Yasuda | Jun-ichi Nakagami

Fuzzy decision processes with an average reward criterion

JOURNAL ARTICLE published October 1999 in Mathematical and Computer Modelling

Authors: M. Kurano | M. Yasuda | J.-I. Nakagami | Y. Yoshida

A fuzzy approach to Markov decision processes with uncertain transition probabilities

JOURNAL ARTICLE published October 2006 in Fuzzy Sets and Systems

Authors: M. Kurano | M. Yasuda | J. Nakagami | Y. Yoshida

On the General Utility of Discounted Markov Decision Processes

JOURNAL ARTICLE published January 1998 in International Transactions in Operational Research

Authors: Y. Kadota | M. Kurano | M. Yasuda

Optimal Control of Discounted-Reward Markov Decision Processes Under Linear Temporal Logic Specifications

PROCEEDINGS ARTICLE published 25 May 2021 in 2021 American Control Conference (ACC)

Research funded by Office of Naval Research (ONR) (N00014-20-1-2258) | Defense Advanced Research Projects Agency (DARPA) (HR00112010003)

Authors: Krishna C. Kalagarla | Rahul Jain | Pierluigi Nuzzo

Discounted Markov decision processes with utility constraints

JOURNAL ARTICLE published January 2006 in Computers & Mathematics with Applications

Authors: Yoshinobu Kadota | Masami Kurano | Masami Yasuda

A UTILITY DEVIATION IN DISCOUNTED MARKOV DECISION PROCESSES WITH GENERAL UTILITY

JOURNAL ARTICLE published March 1996 in Bulletin of informatics and cybernetics

Authors: Yoshinobu Kadota | Masami Kurano | Masami Yasuda

Dynamic decision making with an objective function based on fuzzy preferences

PROCEEDINGS ARTICLE published in 2004 IEEE International Conference on Fuzzy Systems (IEEE Cat. No.04CH37542)

Authors: Y. Yoshida | M. Yasuda | J. Nakagami | M. Kurano | S. Kumamoto

Model-Based Reinforcement Learning for Infinite-Horizon Discounted Constrained Markov Decision Processes

PROCEEDINGS ARTICLE published August 2021 in Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence

Authors: Aria HasanzadeZonuzy | Dileep Kalathil | Srinivas Shakkottai

Fuzzy optimality relation for perceptive MDPs—the average case

JOURNAL ARTICLE published September 2007 in Fuzzy Sets and Systems

Authors: M. Kurano | M. Yasuda | J. Nakagami | Y. Yoshida

Optimal Decision Tree Policies for Markov Decision Processes

PROCEEDINGS ARTICLE published August 2023 in Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence

Authors: Daniël Vos | Sicco Verwer

Markov decision processes with constrained stopping times

PROCEEDINGS ARTICLE published in Proceedings of the 39th IEEE Conference on Decision and Control (Cat. No.00CH37187)

Authors: M. Woriguchi | M. Kurano | M. Yasuda

A FUZZY PERCEPTIVE VALUE FOR MULTI-VARIATE STOPPING PROBLEM WITH A MONOTONE RULE

JOURNAL ARTICLE published December 2007 in Bulletin of informatics and cybernetics

Authors: Masami Kurano | Masami Yasuda | Jun-ichi Nakagami | Yuji Yoshida

Loop Estimator for Discounted Values in Markov Reward Processes

JOURNAL ARTICLE published 18 May 2021 in Proceedings of the AAAI Conference on Artificial Intelligence

Authors: Falcon Z. Dai | Matthew R. Walter

Probabilistic Verification of Uncertain Systems Using Bounded-Parameter Markov Decision Processes

BOOK CHAPTER published 2006 in Modeling Decisions for Artificial Intelligence

Authors: Di Wu | Xenofon Koutsoukos

An empirical evaluation of interval estimation for Markov decision processes

PROCEEDINGS ARTICLE published in 16th IEEE International Conference on Tools with Artificial Intelligence

Authors: A.L. Strehl | M.L. Littman

Existence of optimal stationary policies in discounted Markov decision processes: approaches by occupation measures

JOURNAL ARTICLE published May 1994 in Computers & Mathematics with Applications

Authors: M. Kurano | M. Kawai

The discounted cost

BOOK CHAPTER published 13 December 2021 in Constrained Markov Decision Processes

Authors: Eitan Altman