Search Results for author: Henry Kuo

Found 2 papers, 1 papers with code

Loss Dynamics of Temporal Difference Reinforcement Learning

1 code implementation NeurIPS 2023 Blake Bordelon, Paul Masset, Henry Kuo, Cengiz Pehlevan

We study how learning dynamics and plateaus depend on feature structure, learning rate, discount factor, and reward function.

reinforcement-learning

Reusability and Transferability of Macro Actions for Reinforcement Learning

no code implementations5 Aug 2019 Yi-Hsiang Chang, Kuan-Yu Chang, Henry Kuo, Chun-Yi Lee

However, by using a proper macro action, defined as a sequence of primitive actions, an agent is able to bypass intermediate states to a farther state and facilitate its learning procedure.

reinforcement-learning Reinforcement Learning (RL)

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