Cross-Trajectory Representation Learning for Zero-Shot Generalization in RL

Bogdan Mazoure, Ahmed M. Ahmed, Patrick MacAlpine +2

A highly desirable property of a reinforcement learning (RL) agent -- and a major difficulty for deep RL approaches -- is the ability to generalize policies learned on a few tasks…