Search Results for author: Kuan-Yu Chang

Found 2 papers, 1 papers with code

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)

Toward Synergism in Macro Action Ensembles

1 code implementation1 Jan 2021 Yu Ming Chen, Kuan-Yu Chang, Chien Liu, Tsu-Ching Hsiao, Zhang-Wei Hong, Chun-Yi Lee

Macro actions have been demonstrated to be beneficial for the learning processes of an agent.

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