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
109 * 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
71 2020 Approximate Inference in Collective Graphical Models D Sheldon, T Sun, A Kumar, TG Dietterich
International Conference on Machine Learning (ICML) 2013, 2013
62 2013 Message Passing for Collective Graphical Models T Sun, D Sheldon, A Kumar
International Conference on Machine Learning (ICML) 2015, 2015
40 2015 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
34 2017 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
33 2021 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
30 2017 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
25 * 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
11 2020 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
5 2019 Systems and methods for knowledge transfer in machine learning Y Tao, S Genc, T Sun, SM Kasaragod
US Patent 11,620,576, 2023
1 2023 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 SynthesisZ 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