Search Results for author: Kuan-Yu Chang

Found 2 papers, 1 papers with code

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.

Neural Architecture Search

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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