VASE: Variational Assorted Surprise Exploration for Reinforcement Learning

31 Oct 2019Haitao XuBrendan McCaneLech Szymanski

Exploration in environments with continuous control and sparse rewards remains a key challenge in reinforcement learning (RL). Recently, surprise has been used as an intrinsic reward that encourages systematic and efficient exploration... (read more)

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