Personal Profile

I am a computer science Ph.D. student of Westlake University and Zhejiang University (joint-supervision), working on deep reinforcement learning and robotic manipulation as part of Machine intelligence Lab (MiLAB). I am interested in unsupervised (or self-supervised) reinforcement learning, developing autonomous robotic systems for deployment in complex, unstructured environments.

Research

Qiangxing Tian, Guanchu Wang, Jinxin Liu, Donglin Wang and Yachen Kang. Independent Skill Transfer for Deep Reinforcement Learning International Joint Conference on Artificial Intelligence (IJCAI), 2020

Jinxin Liu, Qiangxing Tian and Donglin Wang. Multivariate Time Series Prediction with PID-based Residual Compensation International Joint Conference on Neural Networks (IJCNN), 2020

Qiangxing Tian, Jinxin Liu, Donglin Wang and Ao Tang. Time Series Prediction with Interpretable Data Reconstruction International Conference on Information and Knowledge Management (CIKM), 2019