Learning World Graphs to Accelerate Hierarchical Reinforcement Learning

Wenling Shang, Alex Trott, Stephan Zheng +2

In many real-world scenarios, an autonomous agent often encounters various tasks within a single complex environment. We propose to build a graph abstraction over the environment s…