Publications (Google Scholar Profile)

PhD Thesis

Bayesian Learning for Nonlinear System Identification
Wei Pan.
Imperial College London. 2017.

Selected Publications

Actor-Critic Reinforcement Learning for Control with Stability Guarantee
Minghao Han, Lixian Zhang, Jun Wang and Wei Pan.
IEEE Robotics and Automation Letters (RA-L + IROS). 2020.

Data Driven Discovery of Cyber Physical Systems
Ye Yuan, Xiuchuan Tang, Wei Zhou, Wei Pan, Xiuting Li, Hai-Tao Zhang, Han Ding and Jorge Gonçalves.
Nature Communications. 2019.

BayesNAS: A Bayesian Approach for Neural Architecture Search
Hongpeng Zhou, Minghao Yang, Jun Wang and Wei Pan.
International Conference on Machine Learning. ICML 2019.

Probabilistic Recursive Reasoning for Multi-Agent Reinforcement Learning
Ying Wen, Yaodong Yang, Rui Luo, Jun Wang and Wei Pan.
International Conference on Learning Represnetation. ICLR 2019.

Towards Accurate Binary Convolutional Neural Network
Xiaofan Lin, Cong Zhao, and Wei Pan.
Conference on Neural Information Processing Systems. NeurIPS 2017.

A Sparse Bayesian Approach to the Identification of Nonlinear State-Space Systems
Wei Pan, Ye Yuan, Jorge Gonçalves, and Guy-Bart Stan.
IEEE Transaction on Automatic Control. 2016.