Modelling the Dynamics of Regret Minimization in Large Agent Populations: a Master Equation Approach. Z Wang, C Mu, S Hu, C Chu, X Li IJCAI, 534-540, 2022 | 54 | 2022 |
A Formal Model for Multiagent Q-Learning Dynamics on Regular Graphs. C Chu, Y Li, J Liu, S Hu, X Li, Z Wang IJCAI, 194-200, 2022 | 31 | 2022 |
Modelling the dynamics of multiagent q-learning in repeated symmetric games: a mean field theoretic approach S Hu, C Leung, H Leung Advances in Neural Information Processing Systems 32, 2019 | 30 | 2019 |
Emergence of punishment in social dilemma with environmental feedback Z Wang, Z Song, C Shen, S Hu Proceedings of the AAAI Conference on Artificial Intelligence 37 (10), 11708 …, 2023 | 27 | 2023 |
Achieving Coordination in Multi-Agent Systems by Stable Local Conventions under Community Networks. S Hu, H Leung Ijcai, 4731-4737, 2017 | 24 | 2017 |
Learning by reusing previous advice in teacher-student paradigm C Zhu, Y Cai, H Leung, S Hu Proceedings of the 19th International Conference on Autonomous Agents and …, 2020 | 18 | 2020 |
A Q-values sharing framework for multiple independent Q-learners. C Zhu, H Leung, S Hu, Y Cai AAMAS, 2324-2326, 2019 | 18 | 2019 |
Individual-level inverse reinforcement learning for mean field games Y Chen, L Zhang, J Liu, S Hu arXiv preprint arXiv:2202.06401, 2022 | 11 | 2022 |
How committed individuals shape social dynamics: A survey on coordination games and social dilemma games C Shen, H Guo, S Hu, L Shi, Z Wang, J Tanimoto Europhysics Letters 144 (1), 11002, 2023 | 10 | 2023 |
To be big picture thinker or detail-oriented? utilizing perceived gist information to achieve efficient convention emergence with bilateralism and multilateralism S Hu, C Leung, H Leung, J Liu Proceedings of the 18th International Conference on Autonomous Agents and …, 2019 | 10 | 2019 |
Facilitating cooperation in human-agent hybrid populations through autonomous agents H Guo, C Shen, S Hu, J Xing, P Tao, Y Shi, Z Wang Iscience 26 (11), 2023 | 9 | 2023 |
A q-values sharing framework for multi-agent reinforcement learning under budget constraint C Zhu, HF Leung, S Hu, Y Cai ACM Transactions on Autonomous and Adaptive Systems (TAAS) 15 (2), 1-28, 2021 | 9 | 2021 |
The dynamics of q-learning in population games: A physics-inspired continuity equation model S Hu, CW Leung, H Leung, H Soh arXiv preprint arXiv:2203.01500, 2022 | 8 | 2022 |
An opinion mining framework for Cantonese reviews J Chen, DP Huang, S Hu, Y Liu, Y Cai, H Min Journal of Ambient Intelligence and Humanized Computing 6, 541-547, 2015 | 8 | 2015 |
The evolutionary dynamics of independent learning agents in population games S Hu, CW Leung, H Leung, H Soh arXiv preprint arXiv:2006.16068, 2020 | 7 | 2020 |
Do Social Norms Emerge? The Evolution of Agents' Decisions with the Awareness of Social Values under Iterated Prisoner's Dilemma S Hu, H Leung 2018 IEEE 12th international conference on self-adaptive and self-organizing …, 2018 | 7 | 2018 |
The effects of fixed-strategy agents on local convention emergence in multi-agent systems T Borglund, S Hu, HF Leung Intelligent Information Processing IX: 10th IFIP TC 12 International …, 2018 | 5 | 2018 |
Entity relation mining in large-scale data J Li, Y Cai, Q Wang, S Hu, T Wang, H Min Database Systems for Advanced Applications: DASFAA 2015 International …, 2015 | 5 | 2015 |
Compromise as a way to promote convention emergence and to reduce social unfairness in multi-agent systems S Hu, H Leung AI 2018: Advances in Artificial Intelligence: 31st Australasian Joint …, 2018 | 4 | 2018 |
Local norm phenomena in multi-agent systems under community networks S Hu, H Leung Proceedings of the 16th Conference on Autonomous Agents and MultiAgent …, 2017 | 4 | 2017 |