conftrace_

risk-sensitive reinforcement learning

35 papers

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Also known as

RSRL

Co-occurring keywords · papers mentioning both

conditional value at risk (11) regret bound (10) markov decision process (10) entropic risk measure (9) distributional reinforcement learning (7) policy gradient (5) policy optimization (5) sample complexity (4) deep reinforcement learning (4) value iteration (3)

Papers

Regret Bounds for Risk-Sensitive Reinforcement Learning NeurIPS 2022 Exponential Bellman Equation and Improved Regret Bounds for Risk-Sensitive Reinforcement Learning NeurIPS 2021 Provably Eﬃcient Actor-Critic for Risk-Sensitive and Robust Adversarial RL: A Linear-Quadratic Case AISTATS 2021 Risk-Sensitive Reinforcement Learning with Function Approximation: A Debiasing Approach ICML 2021 Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy AAAI 2020 Risk-Sensitive Reinforcement Learning: Near-Optimal Risk-Sample Tradeoff in Regret NeurIPS 2020 Stochastically Dominant Distributional Reinforcement Learning ICML 2020 State-Augmentation Transformations for Risk-Sensitive Reinforcement Learning AAAI 2019 Cumulative Prospect Theory Meets Reinforcement Learning: Prediction and Control ICML 2016 Policy Gradient for Coherent Risk Measures NeurIPS 2015