Hoang Minh Le

According to our database, Hoang Minh Le authored at least 13 papers between 2016 and 2022.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2022

Policy Optimization with Linear Temporal Logic Constraints.

Cameron Voloshin, Hoang Minh Le, Swarat Chaudhuri, Yisong Yue

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

2021

Empirical Study of Off-Policy Policy Evaluation for Reinforcement Learning.

Cameron Voloshin, Hoang Minh Le, Nan Jiang, Yisong Yue

Proceedings of the Neural Information Processing Systems Track on Datasets and Benchmarks 1, 2021

2019

Imitation-Projected Policy Gradient for Programmatic Reinforcement Learning.

Abhinav Verma, Hoang Minh Le, Yisong Yue, Swarat Chaudhuri

CoRR, 2019

Episodic Learning with Control Lyapunov Functions for Uncertain Robotic Systems.

Andrew J. Taylor, Victor D. Dorobantu, Hoang Minh Le, Yisong Yue, Aaron D. Ames

CoRR, 2019

Imitation-Projected Programmatic Reinforcement Learning.

Abhinav Verma, Hoang Minh Le, Yisong Yue, Swarat Chaudhuri

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Episodic Learning with Control Lyapunov Functions for Uncertain Robotic Systems^*.

Andrew J. Taylor, Victor D. Dorobantu, Hoang Minh Le, Yisong Yue, Aaron D. Ames

Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Batch Policy Learning under Constraints.

Hoang Minh Le, Cameron Voloshin, Yisong Yue

Proceedings of the 36th International Conference on Machine Learning, 2019

A Control Lyapunov Perspective on Episodic Learning via Projection to State Stability.

Andrew J. Taylor, Victor D. Dorobantu, Meera Krishnamoorthy, Hoang Minh Le, Yisong Yue, Aaron D. Ames

Proceedings of the 58th IEEE Conference on Decision and Control, 2019

2018

Hierarchical Imitation and Reinforcement Learning.

Hoang Minh Le, Nan Jiang, Alekh Agarwal, Miroslav Dudík, Yisong Yue, Hal Daumé III

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

Coordinated Multi-Agent Imitation Learning.

Hoang Minh Le, Yisong Yue, Peter Carr

CoRR, 2017

Coordinated Multi-Agent Imitation Learning.

Hoang Minh Le, Yisong Yue, Peter Carr, Patrick Lucey

Proceedings of the 34th International Conference on Machine Learning, 2017

2016

Smooth Imitation Learning for Online Sequence Prediction.

Hoang Minh Le, Andrew Kang, Yisong Yue, Peter Carr

Proceedings of the 33nd International Conference on Machine Learning, 2016

Learning Online Smooth Predictors for Realtime Camera Planning Using Recurrent Decision Trees.

Jianhui Chen, Hoang Minh Le, Peter Carr, Yisong Yue, James J. Little

Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016