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Risk-Sensitive Markov Decision Processes JOURNAL ARTICLE published March 1972 in Management Science |
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Risk-sensitive Markov Decision Processes with Risk Constraints of Coherent Risk Measures in Fuzzy and Stochastic Environment PROCEEDINGS ARTICLE published 2019 in Proceedings of the 11th International Joint Conference on Computational Intelligence |
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Risk-Sensitive Markov Decision Processes of USV Trajectory Planning with Time-Limited Budget JOURNAL ARTICLE published 13 September 2023 in Sensors Research funded by Science and Technology of Zhanjiang City (2022B01103) | Guangdong Ocean University Teaching Quality Project (YSZL-201922058-JXD) | National College Students Innovation and Entrepreneurship Training Program of Guangdong Province (S202210566074) | National Natural Science Foundation of China (52171346) | Natural Science Foundation of Guangdong Province (2021A1515012618) | special projects of key fields (Artificial Intelligence) of Universities in Guangdong Province (2019KZDZX1035) |
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Risk-Sensitive Markov Decision Processes BOOK CHAPTER published 2023 in Encyclopedia of Optimization |
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Risk-sensitive average optimality in Markov decision processes JOURNAL ARTICLE published 28 December 2018 in Kybernetika |
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Risk-Sensitive Optimality Criteria in Markov Decision Processes BOOK CHAPTER published in Operations Research Proceedings |
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Risk‐Sensitive Markov Decision Processes with Combined Metrics of Mean and Variance JOURNAL ARTICLE published December 2020 in Production and Operations Management Research funded by National Natural Science Foundation of China (61573206,11931018) |
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Verification of Markov Decision Processes with Risk-Sensitive Measures PROCEEDINGS ARTICLE published June 2018 in 2018 Annual American Control Conference (ACC) |
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The Role of Discount Factor in Risk Sensitive Markov Decision Processes PROCEEDINGS ARTICLE published October 2016 in 2016 5th Brazilian Conference on Intelligent Systems (BRACIS) |
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Risk‐sensitive Markov decision processes with long‐run CVaR criterion JOURNAL ARTICLE published December 2023 in Production and Operations Management Research funded by National Key Research and Development Program of China (2022YFA1004600) | Guangdong Basic and Applied Basic Research Foundation (2023A1515012492,2021A1515011984) | Guangdong Province Key Laboratory of Computational Science (2020B1212060032) | Fundamental Research Funds for the Central Universities (22wklj01) | National Natural Science Foundation of China (62073346,72371253,11931018,U1811462) |
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A unified framework for risk-sensitive Markov control processes PROCEEDINGS ARTICLE published December 2014 in 53rd IEEE Conference on Decision and Control |
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Dynamic Probabilistic Systems, Volume I: Markov Models and Volume II: Semi- Markov and Decision Processes. JOURNAL ARTICLE published December 1972 in Journal of the American Statistical Association |
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Risking your Tail: Modeling Individual Differences in Risk-sensitive Exploration using Conditional Value at Risk and Bayes Adaptive Markov Decision Processes POSTED CONTENT published |
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Optimal and Nearly Optimal Policies in Markov Decision Chains with Nonnegative Rewards and Risk-Sensitive Expected Total-Reward Criterion BOOK CHAPTER published 2002 in Markov Processes and Controlled Markov Chains |
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Markov Decision Processes with Coherent Risk Measures: Risk Aversity in Asset Management PROCEEDINGS ARTICLE published April 2019 in 2019 IEEE Conference on Cognitive and Computational Aspects of Situation Management (CogSIMA) |
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Risk-Sensitive, Minimax, and Mixed Risk-Neutral / Minimax Control of Markov Decision Processes BOOK CHAPTER published 1999 in Stochastic Analysis, Control, Optimization and Applications |
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Markov decision processes with risk-sensitive criteria: an overview JOURNAL ARTICLE published 1 April 2024 in Mathematical Methods of Operations Research |
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Risk-sensitive average continuous-time Markov decision processes with unbounded rates JOURNAL ARTICLE published 3 April 2019 in Optimization Research funded by National Natural Science Foundation of China (11601166,11701483) | Fundamental Research Funds for the Central Universities of Xiamen University (20720170008) |
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Risk-sensitive discounted Markov decision processes with unbounded reward functions and Borel spaces JOURNAL ARTICLE published 31 December 2024 in Stochastics Research funded by National Key Research and Development Program of China (2022YFA1004600) | National Natural Science Foundation of China (12301170) |
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More Risk-Sensitive Markov Decision Processes JOURNAL ARTICLE published February 2014 in Mathematics of Operations Research |