Search Results for author: Xudong Guo

Found 4 papers, 0 papers with code

Heterogeneous Multi-Agent Reinforcement Learning for Zero-Shot Scalable Collaboration

no code implementations5 Apr 2024 Xudong Guo, Daming Shi, Junjie Yu, Wenhui Fan

Second, we introduce a heterogeneous layer for decision-making, whose parameters are specifically generated by the learned latent variables.

reinforcement-learning SMAC+ +1

Embodied LLM Agents Learn to Cooperate in Organized Teams

no code implementations19 Mar 2024 Xudong Guo, Kaixuan Huang, Jiale Liu, Wenhui Fan, Natalia Vélez, Qingyun Wu, Huazheng Wang, Thomas L. Griffiths, Mengdi Wang

Large Language Models (LLMs) have emerged as integral tools for reasoning, planning, and decision-making, drawing upon their extensive world knowledge and proficiency in language-related tasks.

Decision Making World Knowledge

Scalable Communication for Multi-Agent Reinforcement Learning via Transformer-Based Email Mechanism

no code implementations5 Jan 2023 Xudong Guo, Daming Shi, Wenhui Fan

However, existing works either broadcast the messages leading to information redundancy, or learn targeted communication by modeling all the other agents as targets, which is not scalable when the number of agents varies.

Multi-agent Reinforcement Learning reinforcement-learning +1

SSAN: Separable Self-Attention Network for Video Representation Learning

no code implementations CVPR 2021 Xudong Guo, Xun Guo, Yan Lu

However, spatial correlations and temporal correlations represent different contextual information of scenes and temporal reasoning.

Action Recognition Representation Learning +3

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