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Hoang M. Le
Hoang M. Le
Latitude AI; Argo AI; Microsoft Research; Caltech
Verified email at lat.ai - Homepage
Title
Cited by
Cited by
Year
Batch policy learning under constraints
H Le, C Voloshin, Y Yue
International Conference on Machine Learning, 3703-3712, 2019
2792019
Coordinated Multi-Agent Imitation Learning
HM Le, Y Yue, P Carr, P Lucey
arXiv preprint arXiv:1703.03121, 2017
2122017
Coordinated Multi-agent Imitation Learning
HM Le, Y Yue, P Carr, P Lucey
Proceedings of the 34th International Conference on Machine Learning, 2017
2122017
Hierarchical imitation and reinforcement learning
H Le, N Jiang, A Agarwal, M Dudík, Y Yue, H Daumé III
International conference on machine learning, 2917-2926, 2018
1982018
Empirical study of off-policy policy evaluation for reinforcement learning
C Voloshin, HM Le, N Jiang, Y Yue
arXiv preprint arXiv:1911.06854, 2019
1282019
Data-driven ghosting using deep imitation learning
HM Le, P Carr, Y Yue, P Lucey
1212017
Imitation-Projected Programmatic Reinforcement Learning
A Verma, HM Le, Y Yue, S Chaudhuri
Advances in Neural Information Processing Systems, 15726-15737, 2019
832019
Episodic Learning with Control Lyapunov Functions for Uncertain Robotic Systems*
AJ Taylor, VD Dorobantu, HM Le, Y Yue, AD Ames
2019 IEEE/RSJ International Conference on Intelligent Robots and Systems …, 2019
752019
Learning online smooth predictors for realtime camera planning using recurrent decision trees
J Chen, HM Le, P Carr, Y Yue, JJ Little
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
632016
Smooth Imitation Learning for Online Sequence Prediction
HM Le, A Kang, Y Yue, P Carr
Proceedings of The 33rd International Conference on Machine Learning, 680-688, 2016
422016
Online robust control of nonlinear systems with large uncertainty
D Ho, H Le, J Doyle, Y Yue
International Conference on Artificial Intelligence and Statistics, 3475-3483, 2021
152021
A control lyapunov perspective on episodic learning via projection to state stability
AJ Taylor, VD Dorobantu, M Krishnamoorthy, HM Le, Y Yue, AD Ames
2019 IEEE 58th Conference on Decision and Control (CDC), 1448-1455, 2019
142019
Data-driven ghosting using deep imitation learning
GPK Carr, HM Le, YUE Yisong
US Patent App. 15/830,710, 2018
122018
The discrete Gould transform and its applications
HM Le, M Aburdene
Image Processing: Algorithms and Systems, Neural Networks, and Machine …, 2006
122006
Episodic learning with control lyapunov functions for uncertain robotic systems. In 2019 IEEE
AJ Taylor, VD Dorobantu, HM Le, Y Yue, AD Ames
RSJ International Conference on Intelligent Robots and Systems (IROS), 6878-6884, 0
12
Imitation learning
Y Yue, HM Le
Tutorials of the Thirty-fifth International Conference on Machine Learning …, 2018
82018
Policy optimization with linear temporal logic constraints
C Voloshin, H Le, S Chaudhuri, Y Yue
Advances in Neural Information Processing Systems 35, 17690-17702, 2022
52022
Empirical analysis of off-policy policy evaluation for reinforcement learning
C Voloshin, HM Le, Y Yue
Real-world Sequential Decision Making Workshop at ICML 2019, 2019
52019
The degree distribution of human brain functional connectivity is generalized pareto: a multi-scale analysis
R Zucca, XD Arsiwalla, H Le, M Rubinov, A Gurguí, P Verschure
BioRxiv, 840066, 2019
32019
Imitation-Projected Policy Gradient for Programmatic Reinforcement Learning
A Verma, HM Le, Y Yue, S Chaudhuri
arXiv, Art. No. 9705, 2019
32019
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Articles 1–20