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Batch-Augmented Multi-Agent Reinforcement Learning for Efficient Traffic Signal Optimization

May 19, 2020
Yueh-Hua Wu, I-Hau Yeh, David Hu, Hong-Yuan Mark Liao

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CSPNet: A New Backbone that can Enhance Learning Capability of CNN

Nov 27, 2019
Chien-Yao Wang, Hong-Yuan Mark Liao, I-Hau Yeh, Yueh-Hua Wu, Ping-Yang Chen, Jun-Wei Hsieh

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Model Imitation for Model-Based Reinforcement Learning

Oct 02, 2019
Yueh-Hua Wu, Ting-Han Fan, Peter J. Ramadge, Hao Su

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Imitation Learning from Imperfect Demonstration

Jan 30, 2019
Yueh-Hua Wu, Nontawat Charoenphakdee, Han Bao, Voot Tangkaratt, Masashi Sugiyama

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A Regulation Enforcement Solution for Multi-agent Reinforcement Learning

Jan 29, 2019
Fan-Yun Sun, Yen-Yu Chang, Yueh-Hua Wu, Shou-De Lin

* Accepted at AAMAS 2019 for extended abstract 

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ANS: Adaptive Network Scaling for Deep Rectifier Reinforcement Learning Models

Oct 31, 2018
Yueh-Hua Wu, Fan-Yun Sun, Yen-Yu Chang, Shou-De Lin

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A Low-Cost Ethics Shaping Approach for Designing Reinforcement Learning Agents

Sep 10, 2018
Yueh-Hua Wu, Shou-De Lin

* AAAI 2018 Oral Presentation 

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A Memory-Network Based Solution for Multivariate Time-Series Forecasting

Sep 06, 2018
Yen-Yu Chang, Fan-Yun Sun, Yueh-Hua Wu, Shou-De Lin

* 8 pages, 4 figures, submitted to AAAI 2019. arXiv admin note: text overlap with arXiv:1703.07015 by other authors 

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