Minghuan Liu

Is Risk-Sensitive Reinforcement Learning Properly Resolved?

2023 · arXiv (Cornell University)

Due to the nature of risk management in learning applicable policies, risk-sensitive reinforcement learning (RSRL) has been realized as an important direction. RSRL is usually achieved by learning risk-sensitive objectives characterized by various risk measures, …