Regret Bounds for Risk-Sensitive Reinforcement Learning

O. Bastani, Y. J. Ma, E. Shen +1

In safety-critical applications of reinforcement learning such as healthcare and robotics, it is often desirable to optimize risk-sensitive objectives that account for tail outcome…