Xudong Guo

发表

PaCAR: COVID-19 Pandemic Control Decision Making via Large-Scale Agent-Based Modeling and Deep Reinforcement Learning

Jun Yan, Wenhui Fan, Linfeng Li, 2022, Medical decision making : an international journal of the Society for Medical Decision Making.

Optimal Policy of Multiplayer Poker via Actor-Critic Reinforcement Learning

Daming Shi, Wenhui Fan, Xudong Guo, 2022, Entropy.

Effects of individual heterogeneity and multi-type information on the coupled awareness-epidemic dynamics in multiplex networks

Jun Yan, Yi Liu, Wenhui Fan, 2022, Frontiers in Physics.

The Impact of Urbanization and Human Mobility on Seasonal Influenza in Northern China

Luzhao Feng, Jin Yang, Ting Zhang, 2022, Viruses.

A multilayer network model for studying the impact of non-pharmaceutical interventions implemented in response to COVID-19

Yi Liu, Wenhui Fan, Linfeng Li, 2022, Frontiers in Physics.

Multi-agent modeling and simulation in the AI age

Wenhui Fan, Li Kou, Peiyu Chen, 2021 .

A hybrid simulation model to study the impact of combined interventions on Ebola epidemic

Wenhui Fan, Xudong Guo, Peiyu Chen, 2021, PloS one.

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

Daming Shi, Wenhui Fan, Xudong Guo, 2023, ArXiv.

The suppression effect of emotional contagion in the COVID-19 pandemic: A multi-layer hybrid modelling and simulation approach

Wenhui Fan, Xudong Guo, Peiyu Chen, 2021, PloS one.

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

Daming Shi, Wenhui Fan, Xudong Guo, 2024, 2404.03869.

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

Daming Shi, Wenhui Fan, Xudong Guo, 2023, IJCAI.

Embodied LLM Agents Learn to Cooperate in Organized Teams

Wenhui Fan, Xudong Guo, Kaixuan Huang, 2024, ArXiv.