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risk-sensitive mdps

3 papers

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Co-occurring keywords

markov decision process (790) robust markov decision processes (3) exponential utility (2) variance risk measures (1) worst-case expectations (2) variance optimization (3) actor-critic algorithm (24) robust markov decision process (29) coherent risk measure (6) robust mdp (12)

Papers

Modified Policy Iteration for Exponential Cost Risk Sensitive MDPs L4DC 2023
Actor-Critic Algorithms for Risk-Sensitive MDPs NIPS 2013
Robustness and risk-sensitivity in Markov decision processes NIPS 2012