On the Effectiveness of Fine-tuning Versus Meta-reinforcement Learning

Zhao Mandi, Pieter Abbeel, Stephen James

Intelligent agents should have the ability to leverage knowledge from previously learned tasks in order to learn new ones quickly and efficiently. Meta-learning approaches have eme…