Byron Boots

Byron Boots

University of Washington

H-index: 45

North America-United States

About Byron Boots

Byron Boots, With an exceptional h-index of 45 and a recent h-index of 38 (since 2020), a distinguished researcher at University of Washington, specializes in the field of Machine Learning, Artificial Intelligence, Robotics.

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

Controlling position of robot by determining goal proposals by using neural networks

LocoMan: Advancing Versatile Quadrupedal Dexterity with Lightweight Loco-Manipulators

Multi-Sample Long Range Path Planning under Sensing Uncertainty for Off-Road Autonomous Driving

Scalable measurement error mitigation via iterative bayesian unfolding

Adversarial model for offline reinforcement learning

Model predictive control techniques for autonomous systems

Robotic System Performing Dynamic Interaction in Human-Robot Cooperative Work for Assembly Operation

V-STRONG: Visual Self-Supervised Traversability Learning for Off-road Navigation

Byron Boots Information

University

Position

Associate Professor

Citations(all)

7746

Citations(since 2020)

6142

Cited By

3843

hIndex(all)

45

hIndex(since 2020)

38

i10Index(all)

110

i10Index(since 2020)

99

Email

University Profile Page

Google Scholar

Byron Boots Skills & Research Interests

Machine Learning

Artificial Intelligence

Robotics

Top articles of Byron Boots

Controlling position of robot by determining goal proposals by using neural networks

2024/4/16

LocoMan: Advancing Versatile Quadrupedal Dexterity with Lightweight Loco-Manipulators

arXiv preprint arXiv:2403.18197

2024/3/27

Multi-Sample Long Range Path Planning under Sensing Uncertainty for Off-Road Autonomous Driving

arXiv preprint arXiv:2403.11298

2024/3/17

Scalable measurement error mitigation via iterative bayesian unfolding

Physical Review Research

2024/2/21

Adversarial model for offline reinforcement learning

arXiv preprint arXiv:2302.11048

2023/2/21

Model predictive control techniques for autonomous systems

2023/5/9

Robotic System Performing Dynamic Interaction in Human-Robot Cooperative Work for Assembly Operation

2024/1/8

V-STRONG: Visual Self-Supervised Traversability Learning for Off-road Navigation

arXiv preprint arXiv:2312.16016

2023/12/26

Dynamo-grasp: Dynamics-aware optimization for grasp point detection in suction grippers

2023/8/30

Cajun: Continuous adaptive jumping using a learned centroidal controller

2023/12/2

Model Predictive Control for Aggressive Driving Over Uneven Terrain

arXiv preprint arXiv:2311.12284

2023/11/21

Datt: Deep adaptive trajectory tracking for quadrotor control

2023/8/30

Deep Model Predictive Optimization

arXiv preprint arXiv:2310.04590

2023/10/6

Perceiving Extrinsic Contacts from Touch Improves Learning Insertion Policies

arXiv preprint arXiv:2309.16652

2023/9/28

Mahalo: Unifying offline reinforcement learning and imitation learning from observations

2023/7/3

Anqi Li
Anqi Li

H-Index: 6

Byron Boots
Byron Boots

H-Index: 30

Continuous versatile jumping using learned action residuals

2023/6/6

Integrating robotics into wildlife conservation: testing improvements to predator deterrents through movement

PeerJ

2023/6/1

Anthony J Giordano
Anthony J Giordano

H-Index: 17

Byron Boots
Byron Boots

H-Index: 30

Stackelberg games for learning emergent behaviors during competitive autocurricula

2023/5/29

Neural contact fields: Tracking extrinsic contact with tactile sensing

2023/5/29

Siyuan Dong
Siyuan Dong

H-Index: 20

Byron Boots
Byron Boots

H-Index: 30

Learning to read braille: Bridging the tactile reality gap with diffusion models

arXiv preprint arXiv:2304.01182

2023/4/3

Byron Boots
Byron Boots

H-Index: 30

See List of Professors in Byron Boots University(University of Washington)

Co-Authors

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