On the Global Convergence of Risk-Averse Natural Policy Gradient Methods with Expected Conditional Risk Measures

Xian Yu, Lei Ying

Risk-sensitive reinforcement learning (RL) has become a popular tool for controlling the risk of uncertain outcomes and ensuring reliable performance in highly stochastic sequentia…