Risk-sensitive reinforcement learning using expectiles, shortfall risk and optimized certainty equivalent risk

Sumedh Gupte, Shrey Rakeshkumar Patel, Soumen Pachal +2

We propose risk-sensitive reinforcement learning algorithms catering to three families of risk measures, namely expectiles, utility-based shortfall risk and optimized certainty equ…