Construction of Macro Actions for Deep Reinforcement Learning

Aug 05, 2019
Yi-Hsiang Chang, Kuan-Yu Chang, Henry Kuo, Chun-Yi Lee


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Exploration via Flow-Based Intrinsic Rewards

May 24, 2019
Hsuan-Kung Yang, Po-Han Chiang, Min-Fong Hong, Chun-Yi Lee


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Never Forget: Balancing Exploration and Exploitation via Learning Optical Flow

Jan 24, 2019
Hsuan-Kung Yang, Po-Han Chiang, Kuan-Wei Ho, Min-Fong Hong, Chun-Yi Lee


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Virtual-to-Real: Learning to Control in Visual Semantic Segmentation

Oct 28, 2018
Zhang-Wei Hong, Chen Yu-Ming, Shih-Yang Su, Tzu-Yun Shann, Yi-Hsiang Chang, Hsuan-Kung Yang, Brian Hsi-Lin Ho, Chih-Chieh Tu, Yueh-Chuan Chang, Tsu-Ching Hsiao, Hsin-Wei Hsiao, Sih-Pin Lai, Chun-Yi Lee

* 7 pages, accepted by IJCAI-18 

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Diversity-Driven Exploration Strategy for Deep Reinforcement Learning

Oct 28, 2018
Zhang-Wei Hong, Tzu-Yun Shann, Shih-Yang Su, Yi-Hsiang Chang, Chun-Yi Lee


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Visual Relationship Prediction via Label Clustering and Incorporation of Depth Information

Sep 09, 2018
Hsuan-Kung Yang, An-Chieh Cheng, Kuan-Wei Ho, Tsu-Jui Fu, Chun-Yi Lee

* Won 2nd place in Person In Context Challenge (ECCV 2018 workshop) 

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Adversarial Exploration Strategy for Self-Supervised Imitation Learning

Jun 26, 2018
Zhang-Wei Hong, Tsu-Jui Fu, Tzu-Yun Shann, Yi-Hsiang Chang, Chun-Yi Lee

* Submitted to NIPS-2018 

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Dynamic Video Segmentation Network

Jun 14, 2018
Yu-Syuan Xu, Tsu-Jui Fu, Hsuan-Kung Yang, Chun-Yi Lee

* CVPR 2018 

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A Deep Policy Inference Q-Network for Multi-Agent Systems

Apr 09, 2018
Zhang-Wei Hong, Shih-Yang Su, Tzu-Yun Shann, Yi-Hsiang Chang, Chun-Yi Lee


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