Research output per year
Research output per year
Personal profile
Research interests
My research concerns artificial intelligence, with a particular focus on machine learning techniques such as deep reinforcement learning and learning from demonstration. I am applying these methods to problems in video games, robotics and multi-agent systems.
Research Beacons, Institutes and Platforms
- Digital Futures
Fingerprint
Dive into the research topics where Mingfei Sun is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
- 1 Similar Profiles
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DroneDiffusion: Robust Quadrotor Dynamics Learning with Diffusion Models
Das, A., Yadav, R., Sun, S., Sun, M., Kaski, S. & Pan, W., 2024, (Submitted).Research output: Preprint/Working paper › Preprint
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Effective Generation of Feasible Solutions for Integer Programming via Guided Diffusion
Zeng, H., Wang, J., Das, A., He, J., Han, K., Hu, H. & Sun, M., 18 Jun 2024.Research output: Preprint/Working paper › Preprint
File38 Downloads (Pure) -
Farpls: A Feature-Augmented Robot Trajectory Preference Labeling System to Assist Human Labelers' Preference Elicitation
Lyu, H., Bai, Y., Liang, X., Das, U., Shi, C., Gong, L., Li, Y., Sun, M., Ge, M. & Ma, X., 10 Mar 2024.Research output: Preprint/Working paper › Preprint
File39 Downloads (Pure) -
LoKO: Low-Rank Kalman Optimizer for Online Fine-Tuning of Large Models
Abdi, H., Sun, M., Zhang, A., Kaski, S. & Pan, W., 15 Oct 2024.Research output: Preprint/Working paper › Preprint
File18 Downloads (Pure) -
TTA-Nav: Test-time Adaptive Reconstruction for Point-Goal Navigation under Visual Corruptions
Piriyajitakonkij, M., Sun, M., Zhang, M. & Pan, W., 4 Mar 2024.Research output: Preprint/Working paper › Preprint
File26 Downloads (Pure)
Projects
- 1 Active
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MCAIF: Centre for AI Fundamentals
Kaski, S. (PI), Alvarez, M. (Researcher), Pan, W. (Researcher), Mu, T. (Researcher), Rivasplata, O. (PI), Sun, M. (Researcher), Mukherjee, A. (Researcher), Caprio, M. (PI), Sonee, A. (Researcher), Leroy, A. (Researcher), Wang, J. (Researcher), Lee, J. (Researcher), Parakkal Unni, M. (Researcher), Sloman, S. (Researcher), Menary, S. (Researcher), Quilter, T. (Researcher), Hosseinzadeh, A. (PGR student), Mousa, A. (PGR student), Glover, E. (PGR student), Das, A. (PGR student), DURSUN, F. (PGR student), Zhu, H. (PGR student), Abdi, H. (PGR student), Dandago, K. (PGR student), Piriyajitakonkij, M. (PGR student), Rachman, R. (PGR student), Shi, X. (PGR student), Keany, T. (PGR student), Liu, X. (PGR student), Jiang, Y. (PGR student), Wan, Z. (PGR student), Evans, I. (Support team), Harrison, M. (Support team) & Machado, M. (PI)
1/10/21 → 30/09/26
Project: Research
Prizes
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2023 AAMAS Best Paper Award
Sun, M. (Recipient), Devlin, S. (Recipient), Beck, J. (Recipient), Hofmann, K. (Recipient) & Whiteson, S. (Recipient), 1 Jun 2023
Prize: Prize (including medals and awards)