Being Optimistic to Be Conservative: Quickly Learning a CVaR Policy

Ramtin Keramati, Christoph Dann, Alex Tamkin +1

While maximizing expected return is the goal in most reinforcement learning approaches, risk-sensitive objectives such as conditional value at risk (CVaR) are more suitable for man…