Shuyue Hu

Publication Activity (10 Years)

Years Active: 2013-2024
Publications (10 Years): 36

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Reinforcement Learning

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Publications

Hao Guo, Chunjiang Mu, Yang Chen, Chen Shen, Shuyue Hu, Zhen Wang
Multi-Agent, Human-Agent and Beyond: A Survey on Cooperation in Social Dilemmas. CoRR (2024)
Siyue Ren, Zhiyao Cui, Ruiqi Song, Zhen Wang, Shuyue Hu
Emergence of Social Norms in Large Language Model-based Agent Societies. CoRR (2024)
Pengdeng Li, Shuxin Li, Chang Yang, Xinrun Wang, Shuyue Hu, Xiao Huang, Hau Chan, Bo An
Configurable Mirror Descent: Towards a Unification of Decision Making. CoRR (2024)
Qiaosheng Zhang, Chenjia Bai, Shuyue Hu, Zhen Wang, Xuelong Li
Provably Efficient Information-Directed Sampling Algorithms for Multi-Agent Reinforcement Learning. CoRR (2024)
Chin-wing Leung, Shuyue Hu, Ho-fung Leung
The Stochastic Evolutionary Dynamics of Softmax Policy Gradient in Games. AAMAS (2024)
Shuyue Hu, Harold Soh, Georgios Piliouras
Heterogeneous Beliefs and Multi-Population Learning in Network Games. CoRR (2023)
Chen Chu, Zheng Yuan, Shuyue Hu, Chunjiang Mu, Zhen Wang
A Pair-Approximation Method for Modelling the Dynamics of Multi-Agent Stochastic Games. AAAI (2023)
Changxi Zhu, Yi Cai, Shuyue Hu, Ho-fung Leung, Dickson K. W. Chiu
Learning by reusing previous advice: a memory-based teacher-student framework. Auton. Agents Multi Agent Syst. 37 (1) (2023)
Shuyue Hu, Harold Soh, Georgios Piliouras
The Best of Both Worlds in Network Population Games: Reaching Consensus and Convergence to Equilibrium. NeurIPS (2023)
Zhen Wang, Zhao Song, Chen Shen, Shuyue Hu
Emergence of Punishment in Social Dilemma with Environmental Feedback. AAAI (2023)
Yang Chen, Libo Zhang, Jiamou Liu, Shuyue Hu
Individual-Level Inverse Reinforcement Learning for Mean Field Games. CoRR (2022)
Yang Chen, Libo Zhang, Jiamou Liu, Shuyue Hu
Individual-Level Inverse Reinforcement Learning for Mean Field Games. AAMAS (2022)
Shuyue Hu, Chin-Wing Leung, Ho-fung Leung, Harold Soh
The Dynamics of Q-learning in Population Games: A Physics-inspired Continuity Equation Model. AAMAS (2022)
Chen Chu, Yong Li, Jinzhuo Liu, Shuyue Hu, Xuelong Li, Zhen Wang
A Formal Model for Multiagent Q-Learning Dynamics on Regular Graphs. IJCAI (2022)
Shuyue Hu, Chin-Wing Leung, Ho-fung Leung, Harold Soh
The Dynamics of Q-learning in Population Games: a Physics-Inspired Continuity Equation Model. CoRR (2022)
Chin-wing Leung, Shuyue Hu, Ho-fung Leung
Modelling the Dynamics of Multi-Agent Q-learning: The Stochastic Effects of Local Interaction and Incomplete Information. IJCAI (2022)
Zhen Wang, Chunjiang Mu, Shuyue Hu, Chen Chu, Xuelong Li
Modelling the Dynamics of Regret Minimization in Large Agent Populations: a Master Equation Approach. IJCAI (2022)
Chin-Wing Leung, Shuyue Hu, Ho-fung Leung
Formal Modeling of Reinforcement Learning with Many Agents through Repeated Local Interactions. ICTAI (2021)
Nicholas Teh, Shuyue Hu, Harold Soh
A Theoretical Framework for Large-Scale Human-Robot Interaction with Groups of Learning Agents. HRI (Companion) (2021)
Shuyue Hu, Chin-Wing Leung, Ho-fung Leung, Jiamou Liu
Gist Trace-based Learning: Efficient Convention Emergence from Multilateral Interactions. ACM Trans. Auton. Adapt. Syst. 16 (1) (2021)
Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai
A Q-values Sharing Framework for Multi-agent Reinforcement Learning under Budget Constraint. ACM Trans. Auton. Adapt. Syst. 15 (2) (2021)
Changxi Zhu, Yi Cai, Ho-fung Leung, Shuyue Hu
Learning by Reusing Previous Advice in Teacher-Student Paradigm. AAMAS (2020)
Shuyue Hu, Chin-Wing Leung, Ho-fung Leung, Harold Soh
The Evolutionary Dynamics of Independent Learning Agents in Population Games. CoRR (2020)
Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai
A Q-values Sharing Framework for Multiagent Reinforcement Learning under Budget Constraint. CoRR (2020)
Chin-Wing Leung, Shuyue Hu, Ho-fung Leung
Self-Play or Group Practice: Learning to Play Alternating Markov Game in Multi-Agent System. ICPR (2020)
Shuyue Hu, Chin-wing Leung, Ho-fung Leung
Modelling the Dynamics of Multiagent Q-Learning in Repeated Symmetric Games: a Mean Field Theoretic Approach. NeurIPS (2019)
Shuyue Hu, Chin-wing Leung, Ho-fung Leung, Jiamou Liu
To be Big Picture Thinker or Detail-Oriented?: Utilizing Perceived Gist Information to Achieve Efficient Convention Emergence with Bilateralism and Multilateralism. AAMAS (2019)
Wei Liu, Shuyue Hu, Jiamou Liu, Wu Chen, Siyuan Chen, Yong Yu
Efficient and Robust Emergence of Conventions through Learning and Staying. ICA (2019)
Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai
A Q-values Sharing Framework for Multiple Independent Q-learners. AAMAS (2019)
Chin-wing Leung, Shuyue Hu, Ho-fung Leung
Modeling Convention Emergence by Observation with Memorization. PRICAI (1) (2019)
Tim Borglund, Shuyue Hu, Ho-fung Leung
The Effects of Fixed-Strategy Agents on Local Convention Emergence in Multi-agent Systems. Intelligent Information Processing (2018)
Shuyue Hu, Ho-fung Leung
Compromise as a Way to Promote Convention Emergence and to Reduce Social Unfairness in Multi-Agent Systems. Australasian Conference on Artificial Intelligence (2018)
Shuyue Hu, Ho-fung Leung
Do Social Norms Emerge? The Evolution of Agents' Decisions with the Awareness of Social Values under Iterated Prisoner's Dilemma. SASO (2018)
Shuyue Hu, Yi Cai, Ho-fung Leung, Dongping Huang, Yang Yang
Integrating User Reviews and Ratings for Enhanced Personalized Searching. Int. J. Distance Educ. Technol. 15 (2) (2017)
Shuyue Hu, Ho-fung Leung
Achieving Coordination in Multi-Agent Systems by Stable Local Conventions under Community Networks. IJCAI (2017)
Shuyue Hu, Ho-fung Leung
Local Norm Phenomena in Multi-Agent Systems under Community Networks. AAMAS (2017)
Yang Yang, Shuyue Hu, Yi Cai, Qing Du, Ho-fung Leung, Raymond Y. K. Lau
Exploring Reviews and Ratings on Reviews for Personalized Search. ICWL Workshops (2015)
Jian Chen, Dongping Huang, Shuyue Hu, Yu Liu, Yi Cai, Huaqing Min
An opinion mining framework for Cantonese reviews. J. Ambient Intell. Humaniz. Comput. 6 (5) (2015)
Jingnan Li, Yi Cai, Qixuan Wang, Shuyue Hu, Tao Wang, Huaqing Min
Entity Relation Mining in Large-Scale Data. DASFAA Workshops (2015)
Dongping Huang, Shuyue Hu, Yi Cai, Huaqing Min
Discovering Event Evolution Graphs Based on News Articles Relationships. ICEBE (2014)
Jun Li, Tao Wang, Shuyue Hu, Qingchuan Zhao, Huaqing Min
Products Competitive Relationships Mining. ER Workshops (2013)
Yu Liu, Yi Cai, Shuyue Hu, Yifeng Shao, Tao Wang, Huaqing Min
Exploring Set Recommendation from a Financial Perspective. ER Workshops (2013)