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Xinrui Yang

3 papers · 2022–2024 · 3 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 🐣 Hot Topic Early Bird

Venues

AAAI (1) ACML (1) NeurIPS (1)

Top co-authors

Lipeng Wan (2) Xingyu Chen (2) Xuguang Lan (2) Zeyang Liu (2) Long Qian (1) Yuhang Wang (1) Haoyu Wang (1) Shiguang Sun (1) Lan Xuguang (1) Zhuoran Chen (1)

Research topics

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

Keywords

multi-agent reinforcement learning (2) world model (2) adversarial learning (1) state abstraction (1) autoregressive generation (1) model-based reinforcement learning (1) generative model (1) exploration strategy (1) intrinsic reward (1) latent dynamics (1) causal transformer (1) language guidance (1) transformer model (1) latent world model (1) deep reinforcement learning (1) task-relevant state abstraction (1) contrastive learning (1)

Papers

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 Constrained Contrastive Reinforcement Learning ACML 2022