Generalized Hindsight for Reinforcement Learning

Alexander C. Li, Lerrel Pinto, Pieter Abbeel

One of the key reasons for the high sample complexity in reinforcement learning (RL) is the inability to transfer knowledge from one task to another. In standard multi-task RL sett…