Policy Gradients for Cumulative Prospect Theory in Reinforcement Learning

Olivier Lepel, Anas Barakat

We derive a policy gradient theorem for Cumulative Prospect Theory (CPT) objectives in finite-horizon Reinforcement Learning (RL), generalizing the standard policy gradient theorem…