Lipeng Wan

5 papers · 2022–2025 · 4 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 · Bronze 🗺️ Taxonomy Completionist (10)

Venues

IJCAI (2) AAAI (1) ICML (1) NeurIPS (1)

Top co-authors

Zeyang Liu (5) Xuguang Lan (5) Xingyu Chen (4) Xinrui Yang (2) Zhuoran Chen (2) Jiayi Xie (1) Xue Sui (1) Long Qian (1) Nanning Zheng (1) Ruixun Liu (1)

Research topics

Reinforcement Learning (5) Methods (5) Artificial Intelligence (3) Machine Learning (2) Applications (2) Core AI (2) Deep Learning (1) Architectures (1) Core Methods (1) Learning Paradigms (1) Learning Types (1)

Keywords

multi-agent reinforcement learning (4) adversarial learning (1) offline reinforcement learning (1) sim-to-real transfer (1) autoregressive generation (1) message passing (1) generative model (1) world model (1) exploration strategy (1) q-value function (1) intrinsic reward (1) causal transformer (1) language guidance (1) directed acyclic graph (1) experience replay (1) value decomposition (1) robot skill (1) transformer model (1) optimal coordination (1) relative overgeneralization (1)

Papers

State Revisit and Re-explore: Bridging Sim-to-Real Gaps in Offline-and-Online Reinforcement Learning with An Imperfect Simulator IJCAI 2025 Grounded Answers for Multi-agent Decision-making Problem through Generative World Model NeurIPS 2024 Imagine, Initialize, and Explore: An Effective Exploration Method in Multi-Agent Reinforcement Learning AAAI 2024 Deep Hierarchical Communication Graph in Multi-Agent Reinforcement Learning IJCAI 2023 Greedy based Value Representation for Optimal Coordination in Multi-agent Reinforcement Learning ICML 2022