A General Framework for Sample-Efficient Function Approximation in Reinforcement Learning

Zixiang Chen, Chris Junchi Li, Angela Yuan +2

With the increasing need for handling large state and action spaces, general function approximation has become a key technique in reinforcement learning (RL). In this paper, we pro…