entropic risk measure

Risk-Sensitive Exponential Actor Critic AAAI 2026 Tight Sample Complexity Bounds for Entropic Best Policy Identification COLT 2026 Online Learning in Risk Sensitive constrained MDP ICML 2025 Risk-averse Total-reward MDPs with ERM and EVaR AAAI 2025 Risk-Sensitive Variational Actor-Critic: A Model-Based Approach ICLR 2025 Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds JMLR 2024 Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning ICML 2024 Provably Efficient Partially Observable Risk-sensitive Reinforcement Learning with Hindsight Observation ICML 2024 Entropic Risk Optimization in Discounted MDPs AISTATS 2023 Non-stationary Risk-Sensitive Reinforcement Learning: Near-Optimal Dynamic Regret, Adaptive Detection, and Separation Design AAAI 2023 On the Statistical Consistency of Risk-Sensitive Bayesian Decision-Making NeurIPS 2023 Cascaded Gaps: Towards Logarithmic Regret for Risk-Sensitive Reinforcement Learning ICML 2022 Exponential Bellman Equation and Improved Regret Bounds for Risk-Sensitive Reinforcement Learning NeurIPS 2021 Risk-Sensitive Reinforcement Learning with Function Approximation: A Debiasing Approach ICML 2021