TASK	DATASET	MODEL	METRIC NAME	METRIC VALUE	GLOBAL RANK	REMOVE

Exploration by Maximizing Rényi Entropy for Reward-Free RL Framework

11 Jun 2020 • Chuheng Zhang • Yuanying Cai • Longbo Huang • Jian Li

Exploration is essential for reinforcement learning (RL). To face the challenges of exploration, we consider a reward-free RL framework that completely separates exploration from exploitation and brings new challenges for exploration algorithms... (read more)

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Q-LEARNING

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METHOD	TYPE
Entropy Regularization	Regularization
PPO	Policy Gradient Methods
Q-Learning	Off-Policy TD Control