A Tutorial on Meta-Reinforcement Learning

Meta-Reinforcement Learning: A Deep Dive

Unleash the Power of Learning to Learn in Reinforcement Learning

Deep reinforcement learning (RL) has achieved remarkable feats, but its data inefficiency and lack of generalization hinder broader application. Meta-reinforcement learning (Meta-RL) emerges as a powerful solution, treating RL algorithm development as a machine learning challenge itself.

This book explores Meta-RL, a family of machine learning (M…