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)

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