Reza Ebrahimi

Risk-Sensitive Variational Actor-Critic: A Model-Based Approach

Risk-sensitive reinforcement learning (RL) with an entropic risk measure typically requires knowledge of the transition kernel or performs unstable updates w.r.t. exponential Bellman equations. As a consequence, algorithms that optimize this objective have been restricted to tabular or low-dimension…