ML Anthology

Mu, Ni

5 publications

ICML 2025 CLARIFY: Contrastive Preference Reinforcement Learning for Untangling Ambiguous Queries Ni Mu, Hao Hu, Xiao Hu, Yiqin Yang, Bo Xu, Qing-Shan Jia
NeurIPS 2025 DAIL: Beyond Task Ambiguity for Language-Conditioned Reinforcement Learning Runpeng Xie, Quanwei Wang, Hao Hu, Zherui Zhou, Ni Mu, Xiyun Li, Yiqin Yang, Shuang Xu, Qianchuan Zhao, Bo Xu
IJCAI 2025 S-EPOA: Overcoming the Indistinguishability of Segments with Skill-Driven Preference-Based Reinforcement Learning Ni Mu, Yao Luan, Yiqin Yang, Bo Xu, Qing-Shan Jia
NeurIPS 2025 STAIR: Addressing Stage Misalignment Through Temporal-Aligned Preference Reinforcement Learning Yao Luan, Ni Mu, Yiqin Yang, Bo Xu, Qing-Shan Jia
NeurIPS 2022 E-MAPP: Efficient Multi-Agent Reinforcement Learning with Parallel Program Guidance Can Chang, Ni Mu, Jiajun Wu, Ling Pan, Huazhe Xu