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2020 – today
- 2025
[j7]Juan Shi, Chen Chu, Guoxi Fan, Die Hu, Jinzhuo Liu
, Zhen Wang, Shuyue Hu:
Payoff Control in Multichannel Games: Influencing Opponent Learning Evolution. IEEE Trans. Cybern. 55(2): 776-785 (2025)- [i14]Guibin Zhang, Kaijie Chen, Guancheng Wan, Heng Chang, Hong Cheng, Kun Wang, Shuyue Hu, Lei Bai:
EvoFlow: Evolving Diverse Agentic Workflows On The Fly. CoRR abs/2502.07373 (2025) - [i13]Hangfan Zhang, Zhiyao Cui, Xinrun Wang, Qiaosheng Zhang, Zhen Wang, Dinghao Wu, Shuyue Hu:
If Multi-Agent Debate is the Answer, What is the Question? CoRR abs/2502.08788 (2025) - 2024
- [j6]Chunjiang Mu, Hao Guo, Yang Chen, Chen Shen, Die Hu, Shuyue Hu, Zhen Wang:
Multi-agent, human-agent and beyond: A survey on cooperation in social dilemmas. Neurocomputing 610: 128514 (2024) - [c31]Chin-wing Leung, Shuyue Hu, Ho-fung Leung:
The Stochastic Evolutionary Dynamics of Softmax Policy Gradient in Games. AAMAS 2024: 1101-1109 - [c30]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. ICML 2024 - [c29]Zhen Wang, Zhaoheng Cao, Juan Shi, Peican Zhu, Shuyue Hu, Chen Chu:
A Successful Strategy for Multichannel Iterated Prisoner's Dilemma. IJCAI 2024: 274-282 - [c28]Siyue Ren, Zhiyao Cui, Ruiqi Song, Zhen Wang, Shuyue Hu:
Emergence of Social Norms in Generative Agent Societies: Principles and Architecture. IJCAI 2024: 7895-7903 - [i12]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 abs/2402.17270 (2024) - [i11]Siyue Ren, Zhiyao Cui, Ruiqi Song, Zhen Wang, Shuyue Hu:
Emergence of Social Norms in Large Language Model-based Agent Societies. CoRR abs/2403.08251 (2024) - [i10]Qiaosheng Zhang, Chenjia Bai, Shuyue Hu, Zhen Wang, Xuelong Li:
Provably Efficient Information-Directed Sampling Algorithms for Multi-Agent Reinforcement Learning. CoRR abs/2404.19292 (2024) - [i9]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 abs/2405.11746 (2024) - [i8]Zhen Wang, Ruiqi Song, Chen Shen, Shiya Yin, Zhao Song, Balaraju Battu, Lei Shi, Danyang Jia, Talal Rahwan, Shuyue Hu:
Large Language Models Overcome the Machine Penalty When Acting Fairly but Not When Acting Selfishly or Altruistically. CoRR abs/2410.03724 (2024) - [i7]Ziyi Yang, Zaibin Zhang, Zirui Zheng, Yuxian Jiang, Ziyue Gan, Zhiyu Wang, Zijian Ling, Jinsong Chen, Martz Ma, Bowen Dong, Prateek Gupta, Shuyue Hu, Zhenfei Yin, Guohao Li, Xu Jia, Lijun Wang, Bernard Ghanem, Huchuan Lu, Chaochao Lu, Wanli Ouyang, Yu Qiao, Philip Torr, Jing Shao:
OASIS: Open Agent Social Interaction Simulations with One Million Agents. CoRR abs/2411.11581 (2024) - [i6]Zhongtian Ma, Qiaosheng Zhang, Bocheng Zhou, Yexin Zhang, Shuyue Hu, Zhen Wang:
Understanding When and Why Graph Attention Mechanisms Work via Node Classification. CoRR abs/2412.15496 (2024) - 2023
- [j5]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): 14 (2023) - [c27]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: 5565-5572 - [c26]Zhen Wang, Zhao Song, Chen Shen, Shuyue Hu:
Emergence of Punishment in Social Dilemma with Environmental Feedback. AAAI 2023: 11708-11716 - [c25]Shuyue Hu, Harold Soh, Georgios Piliouras:
The Best of Both Worlds in Network Population Games: Reaching Consensus and Convergence to Equilibrium. NeurIPS 2023 - [i5]Shuyue Hu, Harold Soh, Georgios Piliouras:
Heterogeneous Beliefs and Multi-Population Learning in Network Games. CoRR abs/2301.04929 (2023) - 2022
- [c24]Yang Chen, Libo Zhang, Jiamou Liu, Shuyue Hu:
Individual-Level Inverse Reinforcement Learning for Mean Field Games. AAMAS 2022: 253-262 - [c23]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: 615-623 - [c22]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: 194-200 - [c21]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: 384-390 - [c20]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: 534-540 - [i4]Yang Chen, Libo Zhang, Jiamou Liu, Shuyue Hu:
Individual-Level Inverse Reinforcement Learning for Mean Field Games. CoRR abs/2202.06401 (2022) - [i3]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 abs/2203.01500 (2022) - 2021
- [j4]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): 4:1-4:28 (2021) - [j3]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): 2:1-2:20 (2021) - [c19]Nicholas Teh, Shuyue Hu, Harold Soh:
A Theoretical Framework for Large-Scale Human-Robot Interaction with Groups of Learning Agents. HRI (Companion) 2021: 489-493 - [c18]Chin-Wing Leung, Shuyue Hu, Ho-fung Leung:
Formal Modeling of Reinforcement Learning with Many Agents through Repeated Local Interactions. ICTAI 2021: 714-718 - 2020
- [c17]Changxi Zhu, Yi Cai, Ho-fung Leung, Shuyue Hu:
Learning by Reusing Previous Advice in Teacher-Student Paradigm. AAMAS 2020: 1674-1682 - [c16]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: 9234-9241 - [i2]Shuyue Hu, Chin-Wing Leung, Ho-fung Leung, Harold Soh:
The Evolutionary Dynamics of Independent Learning Agents in Population Games. CoRR abs/2006.16068 (2020) - [i1]Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai:
A Q-values Sharing Framework for Multiagent Reinforcement Learning under Budget Constraint. CoRR abs/2011.14281 (2020)
2010 – 2019
- 2019
- [c15]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: 2021-2023 - [c14]Changxi Zhu, Ho-fung Leung, Shuyue Hu, Yi Cai:
A Q-values Sharing Framework for Multiple Independent Q-learners. AAMAS 2019: 2324-2326 - [c13]Wei Liu, Shuyue Hu, Jiamou Liu, Wu Chen, Siyuan Chen, Yong Yu:
Efficient and Robust Emergence of Conventions through Learning and Staying. ICA 2019: 14-19 - [c12]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: 12102-12112 - [c11]Chin-wing Leung, Shuyue Hu, Ho-fung Leung:
Modeling Convention Emergence by Observation with Memorization. PRICAI (1) 2019: 733-745 - 2018
- [c10]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: 3-15 - [c9]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: 99-108 - [c8]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: 11-19 - 2017
- [j2]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): 86-101 (2017) - [c7]Shuyue Hu, Ho-fung Leung:
Local Norm Phenomena in Multi-Agent Systems under Community Networks. AAMAS 2017: 1570-1572 - [c6]Shuyue Hu, Ho-fung Leung:
Achieving Coordination in Multi-Agent Systems by Stable Local Conventions under Community Networks. IJCAI 2017: 4731-4737 - 2015
- [j1]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): 541-547 (2015) - [c5]Jingnan Li, Yi Cai, Qixuan Wang, Shuyue Hu, Tao Wang, Huaqing Min:
Entity Relation Mining in Large-Scale Data. DASFAA Workshops 2015: 109-121 - [c4]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: 140-150 - 2014
- [c3]Dongping Huang, Shuyue Hu, Yi Cai, Huaqing Min:
Discovering Event Evolution Graphs Based on News Articles Relationships. ICEBE 2014: 246-251 - 2013
- [c2]Jun Li, Tao Wang, Shuyue Hu, Qingchuan Zhao, Huaqing Min:
Products Competitive Relationships Mining. ER Workshops 2013: 205-215 - [c1]Yu Liu, Yi Cai, Shuyue Hu, Yifeng Shao, Tao Wang, Huaqing Min:
Exploring Set Recommendation from a Financial Perspective. ER Workshops 2013: 216-225
Coauthor Index
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