Nhat M. Nguyen

Researcher Profile 5/10

14 publications · 295 citations · h-index 6

Information

🏛️Affiliation: VinUniversity
🔬Field: Automation
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An h-index of 6 places this researcher in Automation, within the top 25% of 607 profiles in this field in our directory.

Featured publications

SMARTS: Scalable Multi-Agent Reinforcement Learning Training School for Autonomous Driving103 citations
arXiv (Cornell University) · 2020 · DOI

Laboratory Investigation of Low-Tension-Gas Flooding for Improved Oil Recovery in Tight Formations79 citations
SPE Journal · 2013 · DOI

Mapless Navigation among Dynamics with Social-safety-awareness: a reinforcement learning approach from 2D laser scans74 citations
· 2020 · DOI

Successful Laboratory Investigation of Low-Tension-Gas (LTG) Flooding for Tertiary Oil Recovery in Tight Formations (~10mD to Gas)12 citations
SPE Annual Technical Conference and Exhibition · 2012 · DOI

Learning predictive representations in autonomous driving to improve deep reinforcement learning9 citations
arXiv (Cornell University) · 2020 · DOI

Deciphering energy storage mechanisms and pore structure effects in sugarcane bagasse-derived biomass carbon for lithium – ion batteries and supercapacitors8 citations
Biomass and Bioenergy · 2025 · DOI

Robustness of Novel Low-Tension Gas LTG Floods in High Salinity and High Temperature Reservoirs4 citations
SPE Annual Technical Conference and Exhibition · 2019 · DOI

End-to-end learning of convolutional neural net and dynamic programming for left ventricle segmentation2 citations
Medical Imaging with Deep Learning · 2018

Generative Adversarial Networks Using Adaptive Convolution2 citations
· 2019 · DOI

Learning robust driving policies without online exploration1 citations
· 2021 · DOI

About the field of Automation

607researchers 8,536publications 71,382citations 3.7average h-index

Common research topics in this field:

Robotic Path Planning AlgorithmsAdaptive Control of Nonlinear SystemsControl and Dynamics of Mobile RobotsRobotics and Sensor-Based LocalizationRobot Manipulation and LearningRobotic Mechanisms and Dynamics

Institutions with the most researchers in this field: