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Tao Sun
Tao Sun
Research Scientist, Bytedance
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Deepracer: Autonomous racing platform for experimentation with sim2real reinforcement learning
B Balaji, S Mallya, S Genc, S Gupta, L Dirac, V Khare, G Roy, T Sun, ...
IEEE International Conference on Robotics and Automation (ICRA) 2020, 2019
104*2019
Robust Multi-Agent Reinforcement Learning with Model Uncertainty
K Zhang*, T Sun*, Y Tao, S Genc, S Mallya, T Basar
Advances in neural information processing systems (NeurIPS) 2020, 2020
682020
Approximate Inference in Collective Graphical Models
D Sheldon, T Sun, A Kumar, TG Dietterich
International Conference on Machine Learning (ICML) 2013, 2013
622013
Message Passing for Collective Graphical Models
T Sun, D Sheldon, A Kumar
International Conference on Machine Learning (ICML) 2015, 2015
402015
Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models
G Bernstein, R McKenna, T Sun, D Sheldon, M Hay, G Miklau
International Conference on Machine Learning (ICML) 2017, 2017
342017
Gated Transformer for Decoding Human Brain EEG Signals
Y Tao, T Sun, A Muhamed, S Genc, D Jackson, A Arsanjani, ...
International Conference of the IEEE Engineering in Medicine & Biology ¡¦, 2021
292021
A Probabilistic Approach for Learning with Label Proportions Applied to the US Presidential Election
T Sun, D Sheldon, B O¡¯Connor
IEEE International Conference on Data Mining (ICDM) 2017, 2017
292017
REPAINT: Knowledge Transfer in Deep Reinforcement Learning
Y Tao, S Genc, J Chung, T Sun, S Mallya
International Conference on Machine Learning (ICML) 2021, 2021
22*2021
Zero-shot reinforcement learning with deep attention convolutional neural networks
S Genc, S Mallya, S Bodapati, T Sun, Y Tao
arXiv preprint arXiv:2001.00605, 2020
92020
Three-quarter Sibling Regression for Denoising Observational Data
S Shankar, D Sheldon, T Sun, J Pickering, TG Dietterich
International Joint Conference on Artificial IntelligenceI (IJCAI) 2019, 2019
52019
Systems and methods for knowledge transfer in machine learning
Y Tao, S Genc, T Sun, SM Kasaragod
US Patent 11,620,576, 2023
12023
Attention-based deep reinforcement learning for autonomous agents
S Genc, SB Bodapati, T Sun, SM Kasaragod
US Patent 11,900,244, 2024
2024
Attention-based deep reinforcement learning for autonomous agents
S Genc, SB Bodapati, T Sun, SM Kasaragod
US Patent App. 18/465,916, 2023
2023
Intelligent interface displays based on past data correlations
K Govindarajalu, CL O'yang, Y Xin, T Sun, D Kumar
US Patent 11,816,706, 2023
2023
-Coder: Value-Based Deep Reinforcement Learning for Program Synthesis
Z Yu, Y Tao, L Chen, T Sun, H Yang
International Conference on Learning Representations (ICLR) 2024, 2023
2023
Systems and methods for knowledge transfer in machine learning
Y Tao, S Genc, T Sun, SM Kasaragod
US Patent App. 18/193,023, 2023
2023
Learning Robust Motion Planning for Large-Scale Deployment of Autonomous Driving Agents
S Genc, S Mallya, B Balaji, T Sun, S Gupta, V Khare, L Dirac, E Calleja, ...
2019
Learning with Aggregate Data
T Sun
University of Massachusetts Amherst, 2019
2019
Approximate Inference in Collective Graphical Models.(2013)
D SHELDON, T SUN, A KUMAR, TG DIETTERICH
Proceedings of Machine Learning Research: 30th International Conference on ¡¦, 2013
2013
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