Guangming Xie

4 papers · 2021–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver

Venues

ICML (3) IJCAI (1)

Top co-authors

Yueheng Li (3) Zongqing Lu (3) Tianhao Zhang (2) Chen Wang (1) Qiwei Ye (1) Tie-yan Liu (1) Jiang Bian (1)

Research topics

Reinforcement Learning (4) Methods (4) Artificial Intelligence (3) Core AI (3) Machine Learning (2) Applications (2) Learning Types (2) Mathematics & Optimization (1) Optimization (1)

Keywords

multi-agent reinforcement learning (1) mean field theory (1) game theory (1) reward shaping (1) advantage estimation (1) extrapolation error (1) credit assignment (1) centralized training decentralized execution (1) value decomposition (1) value function decomposition (1) multi-agent q-learning (1) hawk-dove game (1) non-cooperative task (1) global optimum (1) decentralized execution (1) centralized training (1) multi-agent actor-critic (1) joint policy (1) factorized policy (1) multi-agent policy gradient (1)

Papers

Revisiting Cooperative Off-Policy Multi-Agent Reinforcement Learning ICML 2025 Difference Advantage Estimation for Multi-Agent Policy Gradients ICML 2022 FOP: Factorizing Optimal Joint Policy of Maximum-Entropy Multi-Agent Reinforcement Learning ICML 2021 MFVFD: A Multi-Agent Q-Learning Approach to Cooperative and Non-Cooperative Tasks IJCAI 2021