(1) Causal Inference Q-Network: Toward Resilient Reinforcement Learning, Self-supervision for Reinforcement Learning Workshop at ICLR 2021, Long Contributed Talk

Arxiv, Video

(2) Enhanced Adversarial Strategically-Timed Attacks against Deep Reinforcement Learning, ICASSP 2020, Oral

Arxiv, Slides, Video

Authors: Chao-Han Huck Yang, Jun Qi, Pin-Yu Chen, Yi Ouyang, I-Te Danny Hung, Chin-Hui Lee, Xiaoli Ma

Keywords: Deep Reinforcement Learning, Adversarial Robustness, Decision Control, Intelligent Navigation

(3) Deep Reinforcement Learning for Autologous Cell Therapy Production Job Dispatching

Authors: Chin-Yuan Tseng, Chao-Han Huck Yang, Yi Liu, Kan Wang, Xiaoli Ma, Ben Wang