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risk-sensitive learning

8 papers

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Co-occurring keywords · papers mentioning both

reinforcement learning (4) optimized certainty equivalent (2) risk-sensitive reinforcement learning (2) regret bound (2) autonomous driving (2) function approximation (2) coherent risk (1) entropic risk (1) coherent risk model (1) risk-sensitive decision making (1)

Papers

Model Risk-sensitive Offline Reinforcement Learning ICLR 2025 Regret Bounds for Markov Decision Processes with Recursive Optimized Certainty Equivalents ICML 2023 Stochastic Optimization for Spectral Risk Measures AISTATS 2023 Risk-Sensitive Reinforcement Learning with Function Approximation: A Debiasing Approach ICML 2021 Learning Bounds for Risk-sensitive Learning NeurIPS 2020 Risk-Sensitive Generative Adversarial Imitation Learning AISTATS 2019 Worst Cases Policy Gradients CoRL 2019 Risk-sensitive Inverse Reinforcement Learning via Coherent Risk Models RSS 2017