| Mastering complex control in moba games with deep reinforcement learning D Ye, Z Liu, M Sun, B Shi, P Zhao, H Wu, H Yu, S Yang, X Wu, Q Guo, ... Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6672-6679, 2020 | 225 | 2020 |
| Is independent learning all you need in the starcraft multi-agent challenge? CS de Witt, T Gupta, D Makoviichuk, V Makoviychuk, PHS Torr, M Sun, ... arXiv preprint arXiv:2011.09533, 2020 | 132 | 2020 |
| Peerlens: Peer-inspired interactive learning path planning in online question pool M Xia, M Sun, H Wei, Q Chen, Y Wang, L Shi, H Qu, X Ma Proceedings of the 2019 CHI conference on human factors in computing systems …, 2019 | 40 | 2019 |
| Supervised learning achieves human-level performance in moba games: A case study of honor of kings D Ye, G Chen, P Zhao, F Qiu, B Yuan, W Zhang, S Chen, M Sun, X Li, S Li, ... IEEE Transactions on Neural Networks and Learning Systems 33 (3), 908-918, 2020 | 39 | 2020 |
| Sensing and handling engagement dynamics in human-robot interaction involving peripheral computing devices M Sun, Z Zhao, X Ma Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems …, 2017 | 32 | 2017 |
| Imitating human behaviour with diffusion models T Pearce, T Rashid, A Kanervisto, D Bignell, M Sun, R Georgescu, ... ICLR 2023, 2023 | 30 | 2023 |
| Adversarial imitation learning from incomplete demonstrations M Sun, X Ma IJCAI 2019, 2019 | 29 | 2019 |
| CrowdPatrol: A mobile crowdsensing framework for traffic violation hotspot patrolling Z Jiang, H Zhu, B Zhou, C Lu, M Sun, X Ma, X Fan, C Wang, L Chen IEEE Transactions on Mobile Computing, 2021 | 13 | 2021 |
| SMACv2: An improved benchmark for cooperative multi-agent reinforcement learning B Ellis, S Moalla, M Samvelyan, M Sun, A Mahajan, JN Foerster, ... arXiv preprint arXiv:2212.07489, 2022 | 12 | 2022 |
| VideoForest: interactive visual summarization of video streams based on danmu data Z Sun, M Sun, N Cao, X Ma SIGGRAPH ASIA 2016 symposium on visualization, 1-8, 2016 | 12 | 2016 |
| Trust Region Bounds for Decentralized PPO Under Non-stationarity M Sun, S Devlin, J Beck, K Hofmann, S Whiteson AAMAS 2023, Best Paper Award, 2022 | 11* | 2022 |
| Uni[MASK]: Unified Inference in Sequential Decision Problems M Carroll, JL Orr Paradise, R Georgescu, M Sun, D Bignell NeurIPS 2022, 2022 | 10 | 2022 |
| A neural-network-based investigation of eye-related movements for accurate drowsiness estimation M Sun, M Tsujikawa, Y Onishi, X Ma, A Nishino, S Hashimoto 2018 40th Annual International Conference of the IEEE Engineering in …, 2018 | 10 | 2018 |
| You may not need ratio clipping in ppo M Sun, V Kurin, G Liu, S Devlin, T Qin, K Hofmann, S Whiteson arXiv preprint arXiv:2202.00079, 2022 | 9 | 2022 |
| Generalization in cooperative multi-agent systems A Mahajan, M Samvelyan, T Gupta, B Ellis, M Sun, T Rocktäschel, ... arXiv preprint arXiv:2202.00104, 2022 | 9 | 2022 |
| Softdice for imitation learning: Rethinking off-policy distribution matching M Sun, A Mahajan, K Hofmann, S Whiteson arXiv preprint arXiv:2106.03155, 2021 | 7 | 2021 |
| Estimating emotional intensity from body poses for human-robot interaction M Sun, Y Mou, H Xie, M Xia, M Wong, X Ma IEEE International Conference on Systems, Man, and Cybernetics (IEEE SMC 2018), 2019 | 6 | 2019 |
| Towards flexible inference in sequential decision problems via bidirectional transformers M Carroll, J Lin, O Paradise, R Georgescu, M Sun, D Bignell, S Milani, ... arXiv preprint arXiv:2204.13326, 2022 | 5 | 2022 |
| Modeling Adaptive Expression of Robot Learning Engagement and Exploring its Effects on Human Teachers S Ma, M Sun, X Ma ACM Transactions on Computer-Human Interaction, 2022 | 3 | 2022 |
| How humans perceive human-like behavior in video game navigation E Zuniga, S Milani, G Leroy, J Rzepecki, R Georgescu, I Momennejad, ... CHI Conference on Human Factors in Computing Systems Extended Abstracts, 1-11, 2022 | 3 | 2022 |
Shimon WhitesonProfessor of Computer Science, University of Oxford / Senior Staff Research Scientist, WaymoVerified email at cs.ox.ac.uk
