Huy T. Tran

ORCID

Publication Activity (10 Years)

Years Active: 2017-2023
Publications (10 Years): 14

Top Venues

CoRR

SysCon

IEEE Syst. J.

IEEE Robotics Autom. Lett.

Georgia Institute of Technology, Atlanta, GA, USA (PHD)

Education History

Georgia Institute of Technology, Atlanta, GA, USA

PHD

Publications

Mikihisa Yuasa, Huy T. Tran, Ramavarapu S. Sreenivas
On Generating Explanations for Reinforcement Learning Policies: An Empirical Study. CoRR (2023)
Seung Hyun Kim, Neale Van Stralen, Girish Chowdhary, Huy T. Tran
Disentangling Successor Features for Coordination in Multi-agent Reinforcement Learning. CoRR (2022)
Aleksandra Markina-Khusid, Ryan B. Jacobs, Laura Antul, Lance Cho, Huy T. Tran
A Complex Network Framework for Validated Assessments of Systems of Systems Robustness. IEEE Syst. J. 16 (1) (2022)
Mateus Valverde Gasparino, Arun Narenthiran Sivakumar, Yixiao Liu, Andres E. Baquero Velasquez, Vitor A. H. Higuti, John Rogers, Huy T. Tran, Girish Chowdhary
WayFAST: Navigation With Predictive Traversability in the Field. IEEE Robotics Autom. Lett. 7 (4) (2022)
Mateus Valverde Gasparino, Arun Narenthiran Sivakumar, Yixiao Liu, Andres Eduardo Baquero Velasquez, Vitor Akihiro Hisano Higuti, John Rogers, Huy T. Tran, Girish Chowdhary
WayFAST: Traversability Predictive Navigation for Field Robots. CoRR (2022)
Seung Hyun Kim, Neale Van Stralen, Girish Chowdhary, Huy T. Tran
Disentangling Successor Features for Coordination in Multi-agent Reinforcement Learning. AAMAS (2022)
Walker L. Dimon, Nicholas B. Chase, Neale Van Stralen, Rupal Nigam, Michael F. Lembeck, Huy T. Tran
D-AnoGAN: Anomaly Detection in Disconnected Data Manifolds with Generative Adversarial Networks. IJCNN (2022)
Neale Van Stolen, Seung Hyun Kim, Huy T. Tran, Girish Chowdhary
Evaluating Adaptation Performance of Hierarchical Deep Reinforcement Learning. ICRA (2020)
Jacob S. W. Heglund, Panukorn Taleongpong, Simon Hu, Huy T. Tran
Railway Delay Prediction with Spatial-Temporal Graph Convolutional Networks. ITSC (2020)
Karl H. Thompson, Huy T. Tran
Operational Perspectives Into the Resilience of the U.S. Air Transportation Network Against Intelligent Attacks. IEEE Trans. Intell. Transp. Syst. 21 (4) (2020)
Huy T. Tran, Jean Charles Domercant, Dimitri N. Mavris
Parametric Design of Resilient Complex Networked Systems. IEEE Syst. J. 13 (2) (2019)
Keshav Ram Chandramouleeswaran, Huy T. Tran
Data-driven resilience quantification of the US Air transportation network. SysCon (2018)
Huy T. Tran, Michael Balchanos, Jean Charles Domercant, Dimitri N. Mavris
A framework for the quantitative assessment of performance-based system resilience. Reliab. Eng. Syst. Saf. 158 (2017)
Huy T. Tran, Jean Charles Domercant, Dimitri N. Mavris
Designing resilient system-of-systems networks. SysCon (2017)

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Publication Activity (10 Years)

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Huy T. Tran