David Abel

Lipschitz Lifelong Reinforcement Learning

2021 · Proceedings of the AAAI Conference on Artificial Intelligence

We consider the problem of knowledge transfer when an agent is facing a series of Reinforcement Learning (RL) tasks. We introduce a novel metric between Markov Decision Processes and establish that close MDPs have close …