Natural Policy Gradient and Actor Critic Methods for Constrained Multi-Task Reinforcement Learning

Sihan Zeng, Thinh T. Doan, Justin Romberg

Multi-task reinforcement learning (RL) aims to find a single policy that effectively solves multiple tasks at the same time. This paper presents a constrained formulation for multi…