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:

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

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

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

Motion policy networks

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

University of Washington

Google Scholar

View Google Scholar Profile

Byron Boots Skills & Research Interests

Machine Learning

Artificial Intelligence

Robotics

Top articles of Byron Boots

Title

Journal

Author(s)

Publication Date

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

Satoshi Nakamura

Carolina Higuera Arias

Mohak Bhardwaj

Byron Boots

2024/1/8

LocoMan: Advancing Versatile Quadrupedal Dexterity with Lightweight Loco-Manipulators

arXiv preprint arXiv:2403.18197

Changyi Lin

Xingyu Liu

Yuxiang Yang

Yaru Niu

Wenhao Yu

...

2024/3/27

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

arXiv preprint arXiv:2403.11298

Matt Schmittle

Rohan Baijal

Brian Hou

Siddhartha Srinivasa

Byron Boots

2024/3/17

Scalable measurement error mitigation via iterative bayesian unfolding

Physical Review Research

Bibek Pokharel

Siddarth Srinivasan

Gregory Quiroz

Byron Boots

2024/2/21

Adversarial model for offline reinforcement learning

arXiv preprint arXiv:2302.11048

Mohak Bhardwaj

Tengyang Xie

Byron Boots

Nan Jiang

Ching-An Cheng

2023/2/21

Model predictive control techniques for autonomous systems

2023/5/9

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

2024/4/16

Motion policy networks

arXiv preprint arXiv:2210.12209

Adam Fishman

Adithyavairan Murali

Clemens Eppner

Bryan Peele

Byron Boots

...

2022/10/21

Stackelberg games for learning emergent behaviors during competitive autocurricula

Boling Yang

Liyuan Zheng

Lillian J Ratliff

Byron Boots

Joshua R Smith

2023/5/29

Deep Model Predictive Optimization

arXiv preprint arXiv:2310.04590

Jacob Sacks

Rwik Rana

Kevin Huang

Alex Spitzer

Guanya Shi

...

2023/10/6

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

arXiv preprint arXiv:2312.16016

Sanghun Jung

JoonHo Lee

Xiangyun Meng

Byron Boots

Alexander Lambert

2023/12/26

Learning semantics-aware locomotion skills from human demonstration

Conference on Robot Learning, 2022

Yuxiang Yang

Xiangyun Meng

Wenhao Yu

Tingnan Zhang

Jie Tan

...

2022/6/27

Neural contact fields: Tracking extrinsic contact with tactile sensing

Carolina Higuera

Siyuan Dong

Byron Boots

Mustafa Mukadam

2023/5/29

Perceiving Extrinsic Contacts from Touch Improves Learning Insertion Policies

arXiv preprint arXiv:2309.16652

Carolina Higuera

Joseph Ortiz

Haozhi Qi

Luis Pineda

Byron Boots

...

2023/9/28

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

Boling Yang

Soofiyan Layakalli Atar

Markus Grotz

Byron Boots

Joshua Smith

2023/8/30

LiDAR-UDA: Self-ensembling Through Time for Unsupervised LiDAR Domain Adaptation

Amirreza Shaban*

JoonHo Lee*

Sanghun Jung*

Xiangyun Meng

Byron Boots

2023

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

arXiv preprint arXiv:2304.01182

Carolina Higuera

Byron Boots

Mustafa Mukadam

2023/4/3

Mahalo: Unifying offline reinforcement learning and imitation learning from observations

Anqi Li

Byron Boots

Ching-An Cheng

2023/7/3

Cajun: Continuous adaptive jumping using a learned centroidal controller

Yuxiang Yang

Guanya Shi

Xiangyun Meng

Wenhao Yu

Tingnan Zhang

...

2023/12/2

Cafa: Class-aware feature alignment for test-time adaptation

Sanghun Jung

Jungsoo Lee

Nanhee Kim

Amirreza Shaban

Byron Boots

...

2023

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

Co-Authors

H-index: 128
Dieter Fox

Dieter Fox

University of Washington

H-index: 83
Le Song

Le Song

Georgia Institute of Technology

H-index: 76
Siddhartha Srinivasa

Siddhartha Srinivasa

University of Washington

H-index: 75
Frank Dellaert

Frank Dellaert

Georgia Institute of Technology

H-index: 73
J. Andrew Bagnell

J. Andrew Bagnell

Carnegie Mellon University

H-index: 65
Geoff Gordon

Geoff Gordon

Carnegie Mellon University

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