Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment

Michael Chang, Sidhant Kaushik, Sergey Levine +1

Many transfer problems require re-using previously optimal decisions for solving new tasks, which suggests the need for learning algorithms that can modify the mechanisms for choos…