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portfolio
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publications
Generalizable Offline Multiobjective Reinforcement Learning via Preference-Conditioned Diffuser [paper]
Yuchen Xiao, Lei Yuan, Lihe Li, Ziqian Zhang, Yichen Li, and Yang Yu.
Published in IEEE Transactions on Neural Networks and Learning Systems, 2025
Handling preference-lacking datasets in offline multi-objective reinforcement learning with preference-conditioned diffusion.
Offline Multi-agent Continual Cooperation via Skill Partition and Reuse
Yuchen Xiao, Lei Yuan, Ruiqi Xue, Tieyue Yin, Yang Yu.
Published in Proceedings of the 43rd International Conference on Machine Learning (ICML'26), Seoul, South Korea., 2026
A principled framework of offline multi-agent skill partition and reuse for offline continual MARL.
talks
Talk 1 on Relevant Topic in Your Field
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Conference Proceeding talk 3 on Relevant Topic in Your Field
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teaching
Advanced Reinforcement Learning
Teaching Assistant, Nanjing University, 2025
Teaching assistant for the graduate course Advanced Reinforcement Learning in Spring 2025.