Hoang Minh Le

Publication Activity (10 Years)

Years Active: 2016-2022
Publications (10 Years): 19

Top Topics

Reinforcement Learning

Policy Evaluation

Top Venues

Publications

Cameron Voloshin, Hoang Minh Le, Swarat Chaudhuri, Yisong Yue
Policy Optimization with Linear Temporal Logic Constraints. CoRR (2022)
Cameron Voloshin, Hoang Minh Le, Swarat Chaudhuri, Yisong Yue
Policy Optimization with Linear Temporal Logic Constraints. NeurIPS (2022)
Cameron Voloshin, Hoang Minh Le, Nan Jiang, Yisong Yue
Empirical Study of Off-Policy Policy Evaluation for Reinforcement Learning. NeurIPS Datasets and Benchmarks (2021)
Andrew J. Taylor, Victor D. Dorobantu, Meera Krishnamoorthy, Hoang Minh Le, Yisong Yue, Aaron D. Ames
A Control Lyapunov Perspective on Episodic Learning via Projection to State Stability. CDC (2019)
Andrew J. Taylor, Victor D. Dorobantu, Hoang Minh Le, Yisong Yue, Aaron D. Ames
Episodic Learning with Control Lyapunov Functions for Uncertain Robotic Systems. CoRR (2019)
Abhinav Verma, Hoang Minh Le, Yisong Yue, Swarat Chaudhuri
Imitation-Projected Programmatic Reinforcement Learning. NeurIPS (2019)
Andrew J. Taylor, Victor D. Dorobantu, Hoang Minh Le, Yisong Yue, Aaron D. Ames
. IROS (2019)
Abhinav Verma, Hoang Minh Le, Yisong Yue, Swarat Chaudhuri
Imitation-Projected Policy Gradient for Programmatic Reinforcement Learning. CoRR (2019)
Hoang Minh Le, Cameron Voloshin, Yisong Yue
Batch Policy Learning under Constraints. CoRR (2019)
Andrew J. Taylor, Victor D. Dorobantu, Meera Krishnamoorthy, Hoang Minh Le, Yisong Yue, Aaron D. Ames
A Control Lyapunov Perspective on Episodic Learning via Projection to State Stability. CoRR (2019)
Hoang Minh Le, Cameron Voloshin, Yisong Yue
Batch Policy Learning under Constraints. ICML (2019)
Cameron Voloshin, Hoang Minh Le, Nan Jiang, Yisong Yue
Empirical Study of Off-Policy Policy Evaluation for Reinforcement Learning. CoRR (2019)
Hoang Minh Le, Nan Jiang, Alekh Agarwal, Miroslav Dudík, Yisong Yue, Hal Daumé III
Hierarchical Imitation and Reinforcement Learning. ICML (2018)
Hoang Minh Le, Nan Jiang, Alekh Agarwal, Miroslav Dudík, Yisong Yue, Hal Daumé III
Hierarchical Imitation and Reinforcement Learning. CoRR (2018)
Hoang Minh Le, Yisong Yue, Peter Carr
Coordinated Multi-Agent Imitation Learning. CoRR (2017)
Hoang Minh Le, Yisong Yue, Peter Carr, Patrick Lucey
Coordinated Multi-Agent Imitation Learning. ICML (2017)
Hoang Minh Le, Andrew Kang, Yisong Yue, Peter Carr
Smooth Imitation Learning for Online Sequence Prediction. CoRR (2016)
Jianhui Chen, Hoang Minh Le, Peter Carr, Yisong Yue, James J. Little
Learning Online Smooth Predictors for Realtime Camera Planning Using Recurrent Decision Trees. CVPR (2016)
Hoang Minh Le, Andrew Kang, Yisong Yue, Peter Carr
Smooth Imitation Learning for Online Sequence Prediction. ICML (2016)