Mingfei Sun
Mingfei Sun
Lecturer (Assistant Professor), University of Manchester
E-mailová adresa ověřena na: - Domovská stránka
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
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
Imitating human behaviour with diffusion models
T Pearce, T Rashid, A Kanervisto, D Bignell, M Sun, R Georgescu, ...
ICLR 2023, 2023
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
Smacv2: An improved benchmark for cooperative multi-agent reinforcement learning
B Ellis, J Cook, S Moalla, M Samvelyan, M Sun, A Mahajan, J Foerster, ...
Advances in Neural Information Processing Systems 36, 2024
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
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
Adversarial imitation learning from incomplete demonstrations
M Sun, X Ma
IJCAI 2019, 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 22 (3), 1401-1416, 2021
Uni[MASK]: Unified Inference in Sequential Decision Problems
M Carroll, JL Orr Paradise, R Georgescu, M Sun, D Bignell
NeurIPS 2022, 2022
Trust Region Bounds for Decentralized PPO Under Non-stationarity
M Sun, S Devlin, J Beck, K Hofmann, S Whiteson
AAMAS 2023, Best Paper Award, 2023
Generalization in cooperative multi-agent systems
A Mahajan, M Samvelyan, T Gupta, B Ellis, M Sun, T Rocktäschel, ...
arXiv preprint arXiv:2202.00104, 2022
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
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
Softdice for imitation learning: Rethinking off-policy distribution matching
M Sun, A Mahajan, K Hofmann, S Whiteson
arXiv preprint arXiv:2106.03155, 2021
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
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 30 (5), 1-48, 2023
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
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
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
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Články 1–20