ELEMENT combines an average episodic state entropy reward with a kNN-graph lifelong entropy reward for reward-free RL exploration.
Task-agnostic exploration via policy gradient of a non-parametric state entropy estimate,
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ELEMENT: Episodic and Lifelong Exploration via Maximum Entropy
ELEMENT combines an average episodic state entropy reward with a kNN-graph lifelong entropy reward for reward-free RL exploration.