Practical Risk Measures in Reinforcement Learning

Dotan Di Castro, Joel Oren, Shie Mannor

Practical application of Reinforcement Learning (RL) often involves risk considerations. We study a generalized approximation scheme for risk measures, based on Monte-Carlo simulat…