Empowerment-driven Exploration using Mutual Information Estimation

11 Oct 2018Navneet Madhu Kumar

Exploration is a difficult challenge in reinforcement learning and is of prime importance in sparse reward environments. However, many of the state of the art deep reinforcement learning algorithms, that rely on epsilon-greedy, fail on these environments... (read more)

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