"risk-sensitive reinforcement learning" Papers

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Bridging Distributional and Risk-sensitive Reinforcement Learning with Provable Regret Bounds

Hao Liang, Zhiquan Luo

NEURIPS 2025arXiv:2210.14051

Risk-Sensitive Variational Actor-Critic: A Model-Based Approach

Alonso Granados, Mohammadreza Ebrahimi, Jason Pacheco

Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning

Dake Zhang, Boxiang Lyu, Shuang Qiu et al.

ICML 2024spotlightarXiv:2407.07631

Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximation

Yu Chen, XiangCheng Zhang, Siwei Wang et al.

ICML 2024arXiv:2402.18159

Provably Efficient Partially Observable Risk-sensitive Reinforcement Learning with Hindsight Observation

Tonghe Zhang, Yu Chen, Longbo Huang

ICML 2024arXiv:2402.18149

Risk-Sensitive Reward-Free Reinforcement Learning with CVaR

Xinyi Ni, Guanlin Liu, Lifeng Lai

SafeAR: Safe Algorithmic Recourse by Risk-Aware Policies

Haochen Wu, Shubham Sharma, Sunandita Patra et al.

AAAI 2024paperarXiv:2308.12367