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Showing papers from University of Science and Technology of China (USTC) Show all papers

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NeurIPS 2026U Science and Technology of ChinInstitute of Artificial IntelligU Science and Technology of ChinMulti-agent RL

Joint Adaptive Neighborhood Constraint for Offline Multi-Agent Reinforcement Learning

Xiancheng Gao, Mingxiao Feng, Lin Liu, Yuanrui Duan and 3 more

Paris Poster Session 2, Wed, Dec 9, 5:00 PM–7:00 PM, Paris Poster Hall · Published 2026

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NeurIPS 2026U Science and Technology of ChinZhejiangTencent Technology (shanghai) CoU Science and Technology of ChinRL for LLMs

Revisiting On-policy Adversarial Black-Box Distillation: Calibrating Groupwise Reward Geometry for Effective Advantage Construction

GRGC calibrates groupwise reward geometry via optimal transport regularization and power modulation to fix brittle advantages in adversarial black-box LLM distillation.

Xiao Cui, Mo Zhu, Yulei Qin, Yuze Wu and 2 more

Sydney Poster Session 5, Thu, Dec 10, 10:00 AM–1:00 PM, Hall 1-4 · Published 2026

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AI panel: 9 of 20 reviewers recommend it
lenient 3/5
medium 6/10
strict 0/5