Ni Mu - RankMe

18 papers A* 4Journal 11Unranked 3

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	GlobeDiff: State Diffusion Process for Partial Observability in Multi-Agent Systems. CoRR Yiqin Yang, Xu Yang, Yuhua Jiang, Ni Mu, Hao Hu, Runpeng Xie, Ziyou Zhang, Siyuan Li, Yuan-Hua Ni, Qianchuan Zhao, Bo Xu
2026	A*	`conf`	MrCoM: A Meta-Regularized World-Model Generalizing Across Multi-Scenarios. AAAI Xuantang Xiong, Ni Mu, Runpeng Xie, Senhao Yang, Yaqing Wang, Lexiang Wang, Yao Luan, Siyuan Li, Shuang Xu, Yiqin Yang, Bo Xu
2025	J	`jnl`	A Transformer-Based Thermal Surrogate Model for Cooling Control in Data Centers. IEEE Robotics Autom. Lett. Hanchen Zhou, Ni Mu, Qing-Shan Jia
2025	—	`conf`	Addressing Coupling in Restless Multi-Armed Bandits by Finetuning Whittle Index. CASE Yao Luan, Ni Mu, Qing-Shan Jia
2025	A*	`conf`	CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries. ICML Ni Mu, Hao Hu, Xiao Hu, Yiqin Yang, Bo Xu, Qing-Shan Jia
2025	J	`jnl`	CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries. CoRR Ni Mu, Hao Hu, Xiao Hu, Yiqin Yang, Bo Xu, Qing-Shan Jia
2025	J	`jnl`	DAIL: Beyond Task Ambiguity for Language-Conditioned Reinforcement Learning. CoRR Runpeng Xie, Quanwei Wang, Hao Hu, Zherui Zhou, Ni Mu, Xiyun Li, Yiqin Yang, Shuang Xu, Qianchuan Zhao, Bo Xu
2025	J	`jnl`	MrCoM: A Meta-Regularized World-Model Generalizing Across Multi-Scenarios. CoRR Xuantang Xiong, Ni Mu, Runpeng Xie, Senhao Yang, Yaqing Wang, Lexiang Wang, Yao Luan, Siyuan Li, Shuang Xu, Yiqin Yang, Bo Xu
2025	J	`jnl`	Preference-Based Multi-Objective Reinforcement Learning. IEEE Trans Autom. Sci. Eng. Ni Mu, Yao Luan, Qing-Shan Jia
2025	J	`jnl`	Preference-based Multi-Objective Reinforcement Learning. CoRR Ni Mu, Yao Luan, Qing-Shan Jia
2025	A*	`conf`	S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning. IJCAI Ni Mu, Yao Luan, Yiqin Yang, Bo Xu, Qing-Shan Jia
2025	J	`jnl`	SC2Arena and StarEvolve: Benchmark and Self-Improvement Framework for LLMs in Complex Decision-Making Tasks. CoRR Pengbo Shen, Yaqing Wang, Ni Mu, Yao Luan, Runpeng Xie, Senhao Yang, Lexiang Wang, Hao Hu, Shuang Xu, Yiqin Yang, Bo Xu
2025	J	`jnl`	STAIR: Addressing Stage Misalignment through Temporal-Aligned Preference Reinforcement Learning. CoRR Yao Luan, Ni Mu, Yiqin Yang, Bo Xu, Qing-Shan Jia
2025	—	`conf`	Safety-Guaranteed Policy Composition via Generalized Policy Improvement for Autonomous Vehicles. CASE Ni Mu, Yao Luan, Qing-Shan Jia
2024	—	`conf`	Large-Scale Data Center Cooling Control via Sample-Efficient Reinforcement Learning. CASE Ni Mu, Xiao Hu, Qing-Shan Jia, Xu Zhu, Xiao He
2024	J	`jnl`	S-EPOA: Overcoming the Indivisibility of Annotations with Skill-Driven Preference-Based Reinforcement Learning. CoRR Ni Mu, Yao Luan, Yiqin Yang, Qing-Shan Jia
2022	A*	`conf`	E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance. NeurIPS Can Chang, Ni Mu, Jiajun Wu, Ling Pan, Huazhe Xu
2022	J	`jnl`	E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance. CoRR Can Chang, Ni Mu, Jiajun Wu, Ling Pan, Huazhe Xu