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exponential utility

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markov decision process (2) robust markov decision processes (1) risk-sensitive mdps (1) worst-case expectations (1) regret bound (1) optimistic algorithm (1) robust markov decision process (1) risk-sensitive reinforcement learning (1) coherent risk measure (1) robust mdp (1)

Papers

Risk-Sensitive Reinforcement Learning: Near-Optimal Risk-Sample Tradeoff in Regret NeurIPS 2020 Robustness and risk-sensitivity in Markov decision processes NeurIPS 2012