Dianyu Zhong

According to our database, Dianyu Zhong authored at least 6 papers between 2024 and 2026.

Collaborative distances:

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

2026

Hierarchical Control Framework Integrating LLMs with RL for Decarbonized HVAC Operation.

Dianyu Zhong, Tian Xing, Kailai Sun, Xu Yang, Heye Huang, Irfan Qaisar, Tinggang Jia, Shaobo Wang, Qianchuan Zhao

CoRR, March, 2026

2025

Maximum Next-State Entropy for Efficient Reinforcement Learning.

Dianyu Zhong, Yiqin Yang, Ziyou Zhang, Yuhua Jiang, Bo Xu, Qianchuan Zhao

IEEE Robotics Autom. Lett., July, 2025

Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset.

Yiqin Yang, Quanwei Wang, Chenghao Li, Hao Hu, Chengjie Wu, Yuhua Jiang, Dianyu Zhong, Ziyou Zhang, Qianchuan Zhao, Chongjie Zhang, Xu Bo

CoRR, February, 2025

Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset.

Yiqin Yang, Quanwei Wang, Chenghao Li, Hao Hu, Chengjie Wu, Yuhua Jiang, Dianyu Zhong, Ziyou Zhang, Qianchuan Zhao, Chongjie Zhang, Bo Xu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Episodic Novelty Through Temporal Distance.

Yuhua Jiang, Qihan Liu, Yiqin Yang, Xiaoteng Ma, Dianyu Zhong, Hao Hu, Jun Yang, Bin Liang, Bo Xu, Chongjie Zhang, Qianchuan Zhao

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

No Prior Mask: Eliminate Redundant Action for Deep Reinforcement Learning.

Dianyu Zhong, Yiqin Yang, Qianchuan Zhao

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024