Learning Achievement Structure for Structured Exploration in Domains with Sparse Reward

Zihan Zhou, Animesh Garg

We propose Structured Exploration with Achievements (SEA), a multi-stage reinforcement learning algorithm designed for achievement-based environments, a particular type of environm…