Search Results for author: Jacob Chmura

Found 1 papers, 0 papers with code

Information Content Exploration

no code implementations10 Oct 2023 Jacob Chmura, Hasham Burhani, Xiao Qi Shi

We expand on this topic and propose a new intrinsic reward that systemically quantifies exploratory behavior and promotes state coverage by maximizing the information content of a trajectory taken by an agent.

Efficient Exploration reinforcement-learning

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