Chengbin Xuan

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 7

Top Topics

Reinforcement Learning

Top Venues

Eng. Appl. Artif. Intell.

IEEE Trans. Fuzzy Syst.

Publications

Feng Zhang, Chengbin Xuan, Hak-Keung Lam
An obstacle avoidance-specific reinforcement learning method based on fuzzy attention mechanism and heterogeneous graph neural networks. Eng. Appl. Artif. Intell. 130 (2024)
Chengbin Xuan, Feng Zhang, Faliang Yin, Hak-Keung Lam
Constrained Proximal Policy Optimization. CoRR (2023)
Bo Xiao, Hak-Keung Lam, Chengbin Xuan, Ziwei Wang, Eric M. Yeatman
Optimization for Interval Type-2 Polynomial Fuzzy Systems: A Deep Reinforcement Learning Approach. IEEE Trans. Artif. Intell. 4 (5) (2023)
Ming Chen, Hak-Keung Lam, Bo Xiao, Chengbin Xuan
Membership-Function-Dependent Control Design and Stability Analysis of Interval Type-2 Sampled-Data Fuzzy-Model-Based Control System. IEEE Trans. Fuzzy Syst. 30 (6) (2022)
Feng Zhang, Chengbin Xuan, Hak-Keung Lam, Shun-Hung Tsai
Navigation control of mobile robots using graph neural network and reinforcement learning with fuzzy reward. iFUZZY (2022)
Chengbin Xuan, Feng Zhang, Hak-Keung Lam
SEM: Safe exploration mask for q-learning. Eng. Appl. Artif. Intell. 111 (2022)
Qian Shi, Hak-Keung Lam, Chengbin Xuan, Ming Chen
Adaptive neuro-fuzzy PID controller based on twin delayed deep deterministic policy gradient algorithm. Neurocomputing 402 (2020)