No Prior Mask: Eliminate Redundant Action for Deep Reinforcement Learning. - Dianyu Zhong; Yiqin Yang; Qianchuan Zhao (AAAI, 2024)

Episodic Novelty Through Temporal Distance. - Yuhua Jiang; Qihan Liu; Yiqin Yang; Xiaoteng Ma; Dianyu Zhong; Hao Hu 006; Jun Yang 028; Bin Liang 001; Bo Xu 002; Chongjie Zhang; Qianchuan Zhao (ICLR, 2025)

Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset. - Yiqin Yang; Quanwei Wang; Chenghao Li 002; Hao Hu 006; Chengjie Wu; Yuhua Jiang; Dianyu Zhong; Ziyou Zhang; Qianchuan Zhao; Chongjie Zhang; Bo Xu 002 (ICLR, 2025)

Fewer May Be Better: Enhancing Offline Reinforcement Learning with Reduced Dataset. - Yiqin Yang; Quanwei Wang; Chenghao Li 002; Hao Hu 006; Chengjie Wu; Yuhua Jiang; Dianyu Zhong; Ziyou Zhang; Qianchuan Zhao; Chongjie Zhang; Xu Bo (CoRR, 2025)

Maximum Next-State Entropy for Efficient Reinforcement Learning. - Dianyu Zhong; Yiqin Yang; Ziyou Zhang; Yuhua Jiang; Bo Xu 002; Qianchuan Zhao (IEEE Robotics Autom. Lett., 2025)