Guozheng Ma

According to our database, Guozheng Ma authored at least 11 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

Mastering Massive Multi-Task Reinforcement Learning via Mixture-of-Expert Decision Transformer.

Yilun Kong, Guozheng Ma, Qi Zhao, Haoyu Wang, Li Shen, Xueqian Wang, Dacheng Tao

CoRR, May, 2025

Plasticine: Accelerating Research in Plasticity-Motivated Deep Reinforcement Learning.

Mingqi Yuan, Qi Wang, Guozheng Ma, Bo Li, Xin Jin, Yunbo Wang, Xiaokang Yang, Wenjun Zeng, Dacheng Tao

CoRR, April, 2025

Are Large Language Models Really Robust to Word-Level Perturbations?

Haoyu Wang, Guozheng Ma, Cong Yu, Ning Gui, Linrui Zhang, Zhiqi Huang, Suwei Ma, Yongzhe Chang, Sen Zhang, Li Shen, Xueqian Wang, Peilin Zhao, Dacheng Tao

Trans. Mach. Learn. Res., 2025

2024

Faster and Better 3D Splatting via Group Training.

Chengbo Wang, Guozheng Ma, Yifei Xue, Yizhen Lao

CoRR, 2024

Step-On-Feet Tuning: Scaling Self-Alignment of LLMs via Bootstrapping.

Haoyu Wang, Guozheng Ma, Ziqiao Meng, Zeyu Qin, Li Shen, Zhong Zhang, Bingzhe Wu, Liu Liu, Yatao Bian, Tingyang Xu, Xueqian Wang, Peilin Zhao

CoRR, 2024

Revisiting Plasticity in Visual Reinforcement Learning: Data, Modules and Training Stages.

Guozheng Ma, Lu Li, Sen Zhang, Zixuan Liu, Zhen Wang, Yixin Chen, Li Shen, Xueqian Wang, Dacheng Tao

Proceedings of the Twelfth International Conference on Learning Representations, 2024

Normalization Enhances Generalization in Visual Reinforcement Learning.

Lu Li, Jiafei Lyu, Guozheng Ma, Zilin Wang, Zhenjie Yang, Xiu Li, Zhiheng Li

Proceedings of the 23rd International Conference on Autonomous Agents and Multiagent Systems, 2024

2023

Learning Better with Less: Effective Augmentation for Sample-Efficient Visual Reinforcement Learning.

Guozheng Ma, Linrui Zhang, Haoyu Wang, Lu Li, Zilin Wang, Zhen Wang, Li Shen, Xueqian Wang, Dacheng Tao

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

A Comprehensive Survey of Data Augmentation in Visual Reinforcement Learning.

Guozheng Ma, Zhen Wang, Zhecheng Yuan, Xueqian Wang, Bo Yuan, Dacheng Tao

CoRR, 2022

Don't Touch What Matters: Task-Aware Lipschitz Data Augmentation for Visual Reinforcement Learning.

Zhecheng Yuan, Guozheng Ma, Yao Mu, Bo Xia, Bo Yuan, Xueqian Wang, Ping Luo, Huazhe Xu

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2013

An optimization scheme for highway emergency dispatching management.

Guozheng Ma, Ziying Guo, Deming Xu, Yutao Chang

Proceedings of the Ninth International Conference on Natural Computation, 2013