2021
Modularity in Reinforcement Learning via Algorithmic Independence in Credit Assignment
ICML 2021oral
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 choosing certain actions independently of those for choosing others. However, there is currently no formalism nor theory for…