Gavin Taylor

Gavin Taylor

United States Naval Academy

H-index: 17

North America-United States

About Gavin Taylor

Gavin Taylor, With an exceptional h-index of 17 and a recent h-index of 15 (since 2020), a distinguished researcher at United States Naval Academy, specializes in the field of Artificial Intelligence, Machine Learning, Reinforcement Learning.

His recent articles reflect a diverse array of research interests and contributions to the field:

Uncertainty-aware autonomous sensing with deep reinforcement learning

The National Airworthiness Council artificial intelligence working group (NACAIWG) summit proceedings 2022

Execute order 66: targeted data poisoning for reinforcement learning

Robust optimization as data augmentation for large-scale graphs

Probabilistic deep learning to quantify uncertainty in air quality forecasting

Lowkey: Leveraging adversarial attacks to protect social media users from facial recognition

Information-driven adaptive sensing based on deep reinforcement learning

Flag: Adversarial data augmentation for graph neural networks

Gavin Taylor Information

University

Position

___

Citations(all)

4900

Citations(since 2020)

4339

Cited By

1696

hIndex(all)

17

hIndex(since 2020)

15

i10Index(all)

19

i10Index(since 2020)

17

Email

University Profile Page

Google Scholar

Gavin Taylor Skills & Research Interests

Artificial Intelligence

Machine Learning

Reinforcement Learning

Top articles of Gavin Taylor

Uncertainty-aware autonomous sensing with deep reinforcement learning

Future Generation Computer Systems

2024/7/1

The National Airworthiness Council artificial intelligence working group (NACAIWG) summit proceedings 2022

Systems Engineering

2023/11

Gavin Taylor
Gavin Taylor

H-Index: 13

Execute order 66: targeted data poisoning for reinforcement learning

arXiv preprint arXiv:2201.00762

2022/1/3

Tom Goldstein
Tom Goldstein

H-Index: 35

Gavin Taylor
Gavin Taylor

H-Index: 13

Probabilistic deep learning to quantify uncertainty in air quality forecasting

Sensors

2021/11/30

Lowkey: Leveraging adversarial attacks to protect social media users from facial recognition

International Conference on Learning Representations (ICLR) 2021

2021/1/20

Information-driven adaptive sensing based on deep reinforcement learning

2020/10/6

Flag: Adversarial data augmentation for graph neural networks

Proceedings of IEEE Conference on Computer Vision and Pattern Recognition (CVPR)

2022/3/1

Witches' brew: Industrial scale data poisoning via gradient matching

2021/5/4

Metapoison: Practical general-purpose clean-label data poisoning

Advances in Neural Information Processing Systems

2020

See List of Professors in Gavin Taylor University(United States Naval Academy)