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Papers
A Reductions Approach to Risk-Sensitive Reinforcement Learning with Optimized Certainty Equivalents
ICML 2025
Risk-Sensitive Theory of Mind: Coordinating with Agents of Unknown Bias using Cumulative Prospect Theory
ICML 2025
Hierarchical Selective Classification
NeurIPS 2024
Pessimism Meets Risk: Risk-Sensitive Offline Reinforcement Learning
ICML 2024
Provable Risk-Sensitive Distributional Reinforcement Learning with General Function Approximation
ICML 2024
Risk-Sensitive Reward-Free Reinforcement Learning with CVaR
ICML 2024