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lei yuan

ICML 2026×7强化学习与后训练智能体与工具可解释性推理安全

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81

一作贡献30

核心/参与44

方向广度10

合作网络6

1 一作 · 7 篇 · ICML 2026

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2026 顶会论文

7

作者位次 #5/7ICML 2026Poster· Reinforcement Learning / Multi-agent

Learning Disentangled Multi-Agent World Model for Decentralized Control

Di Xue · Jing Jiang · Shaowei Zhang · Wenhao Guo · lei yuan · Zongzhang Zhang · Yang Yu

智能体与工具强化学习与后训练OpenReview

作者位次 #8/9ICML 2026Poster

Speedup Patch: Learning a Plug-and-Play Policy to Accelerate Embodied Manipulation

Zhichao Wu · Junyin Ye · Zhilong Zhang · Yihao Sun · Haoxin Lin · Jiaheng Luo · Haoxiang Ren · lei yuan · Yang Yu

作者位次 #2/7ICML 2026Poster· Reinforcement Learning / Multi-agent

Towards Complete Multi-Agent Coordination Policy Learning via Denoising Maximum Entropy Optimization

Guanghao Li · lei yuan · Ruiqi Xue · Hengchang Zhang · Jianhong Wang · Yi-Chen Li · Yang Yu

智能体与工具强化学习与后训练OpenReview

一作ICML 2026Poster· Reinforcement Learning / Multi-agent

Decentralized and Disentangled Task–Role Representation Learning for Generalizable Offline Multi-Agent Meta Reinforcement Learning

lei yuan · Ruiqi Xue · Yang Yu

智能体与工具可解释性强化学习与后训练OpenReview

作者位次 #4/6ICML 2026Poster· Reinforcement Learning / Planning

Multi-view Consistent Latent Action Learning for World Modeling and Control

Shenghua Wan · Xiaohai Hu · Xunlan Zhou · lei yuan · Le Gan · De-Chuan Zhan

推理强化学习与后训练OpenReview

作者位次 #6/7ICML 2026Poster· Reinforcement Learning / Inverse

Provably Efficient Policy-Reward Co-Pretraining for Adversarial Imitation Learning

Tian Xu · Zexuan Chen · Zhilong Zhang · Yi-Chen Li · Chenyang Wang · lei yuan · Yang Yu

安全强化学习与后训练效率与系统OpenReview

作者位次 #2/5ICML 2026Poster· Reinforcement Learning / Multi-agent

Offline Multi-agent Continual Cooperation via Skill Partition and Reuse

Yuchen Xiao · lei yuan · Ruiqi Xue · Tieyue Yin · Yang Yu

智能体与工具强化学习与后训练OpenReview

常见合作者

YYYang Yu×6 RXRuiqi Xue×3 ZZZhilong Zhang×2 YLYi-Chen Li×2 DXDi Xue JJJing Jiang SZShaowei Zhang WGWenhao Guo ZZZongzhang Zhang ZWZhichao Wu JYJunyin Ye YSYihao Sun