SF-DQN: Provable Knowledge Transfer using Successor Feature for Deep Reinforcement Learning

Shuai Zhang, Heshan Devaka Fernando, Miao Liu +5

This paper studies the transfer reinforcement learning (RL) problem where multiple RL problems have different reward functions but share the same underlying transition dynamics. In…