conftrace_

variance optimization

3 papers

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Co-occurring keywords

reinforcement learning (4352) risk-averse reinforcement learning (10) actor-critic algorithm (24) mean-variance optimization (4) mean-volatility objective (1) risk-averse learning (5) risk-averse control (2) variance risk measures (1) risk-sensitive mdps (3) off-policy learning (228)

Papers

Finite Sample Analysis of Mean-Volatility Actor-Critic for Risk-Averse Reinforcement Learning AISTATS 2022
Mean-Variance Policy Iteration for Risk-Averse Reinforcement Learning AAAI 2021
Actor-Critic Algorithms for Risk-Sensitive MDPs NIPS 2013