Learning World Graphs to Accelerate Hierarchical Reinforcement Learning

1 Jul 2019Wenling ShangAlex TrottStephan ZhengCaiming XiongRichard Socher

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 structure to accelerate the learning of these tasks... (read more)

PDF Abstract

Results from the Paper


  Submit results from this paper to get state-of-the-art GitHub badges and help the community compare results to other papers.