Katherine Driggs-Campbell

Katherine Driggs-Campbell

University of Illinois at Urbana-Champaign

H-index: 24

North America-United States

About Katherine Driggs-Campbell

Katherine Driggs-Campbell, With an exceptional h-index of 24 and a recent h-index of 23 (since 2020), a distinguished researcher at University of Illinois at Urbana-Champaign, specializes in the field of Robotics, Autonomous Vehicles, Human-Robot Interaction, Intelligent Transportation.

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

Beyond the Dashboard: Investigating Distracted Driver Communication Preferences for ADAS

Towards Provable Log Density Policy Gradient

W-RIZZ: A Weakly-Supervised Framework for Relative Traversability Estimation in Mobile Robotics

Efficient equivariant transfer learning from pretrained models

Robotics via Experiential Active Learning with Immersive Technology: A Pedagogical Framework Designed for Engineering Curricula

Dragon: A dialogue-based robot for assistive navigation with visual language grounding

Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art

Learning Task Skills and Goals Simultaneously from Physical Interaction

Katherine Driggs-Campbell Information

University

Position

Assistant Professor

Citations(all)

1994

Citations(since 2020)

1643

Cited By

738

hIndex(all)

24

hIndex(since 2020)

23

i10Index(all)

34

i10Index(since 2020)

30

Email

University Profile Page

University of Illinois at Urbana-Champaign

Google Scholar

View Google Scholar Profile

Katherine Driggs-Campbell Skills & Research Interests

Robotics

Autonomous Vehicles

Human-Robot Interaction

Intelligent Transportation

Top articles of Katherine Driggs-Campbell

Title

Journal

Author(s)

Publication Date

Beyond the Dashboard: Investigating Distracted Driver Communication Preferences for ADAS

arXiv preprint arXiv:2403.03312

Aamir Hasan

D Livingston McPherson

Melissa Miles

Katherine Driggs-Campbell

2024/3/5

Towards Provable Log Density Policy Gradient

arXiv preprint arXiv:2403.01605

Pulkit Katdare

Anant Joshi

Katherine Driggs-Campbell

2024/3/3

W-RIZZ: A Weakly-Supervised Framework for Relative Traversability Estimation in Mobile Robotics

IEEE Robotics and Automation Letters

Andre Schreiber

Arun N Sivakumar

Peter Du

Mateus V Gasparino

Girish Chowdhary

...

2024/5/1

Efficient equivariant transfer learning from pretrained models

Advances in Neural Information Processing systems

Sourya Basu

Pulkit Katdare

Prasanna Sattigeri

Vijil Chenthamarakshan

Katherine Driggs-Campbell

...

2023/5/17

Robotics via Experiential Active Learning with Immersive Technology: A Pedagogical Framework Designed for Engineering Curricula

IEEE Access

Liangjing Yang

Songjie Xiao

Tengyue Wang

Yunze Shi

Katherine Driggs-Campbell

2024/4/25

Dragon: A dialogue-based robot for assistive navigation with visual language grounding

IEEE Robotics and Automation Letters

Shuijing Liu

Aamir Hasan

Kaiwen Hong

Runxuan Wang

Peixin Chang

...

2024/2/6

Hallucination Detection in Foundation Models for Decision-Making: A Flexible Definition and Review of the State of the Art

Neeloy Chakraborty

Melkior Ornik

Katherine Driggs-Campbell

2024/3/25

Learning Task Skills and Goals Simultaneously from Physical Interaction

arXiv preprint arXiv:2309.04596

Haonan Chen

Ye-Ji Mun

Zhe Huang

Yilong Niu

Yiqing Xie

...

2023/9/8

Marginalized importance sampling for off-environment policy evaluation

Pulkit Katdare

Nan Jiang

Katherine Rose Driggs-Campbell

2023/12/2

Conveying autonomous robot capabilities through contrasting behaviour summaries

arXiv preprint arXiv:2304.00367

Peter Du

Surya Murthy

Katherine Driggs-Campbell

2023/4/1

Intention aware robot crowd navigation with attention-based interaction graph

Shuijing Liu*

Peixin Chang*

Zhe Huang

Neeloy Chakraborty

Kaiwen Hong

...

2022/3/3

In Situ Soil Property Estimation for Autonomous Earthmoving Using Physics-Infused Neural Networks

arXiv preprint arXiv:2309.02575

W Jacob Wagner

Ahmet Soylemezoglu

Dustin Nottage

Katherine Driggs-Campbell

2023/9/5

An Attentional Recurrent Neural Network for Occlusion-Aware Proactive Anomaly Detection in Field Robot Navigation

Andre Schreiber

Tianchen Ji

D Livingston McPherson

Katherine Driggs-Campbell

2023/10/1

Towards co-operative congestion mitigation

arXiv preprint arXiv:2302.09140

Aamir Hasan

Neeloy Chakraborty

Cathy Wu

Katherine Driggs-Campbell

2023/2/17

Occlusion-aware crowd navigation using people as sensors

2023 IEEE International Conference on Robotics and Automation (ICRA)

Ye-Ji Mun

Masha Itkina

Shuijing Liu

Katherine Driggs-Campbell

2022/10/2

Predicting Object Interactions with Behavior Primitives: An Application in Stowing Tasks

Haonan Chen

Yilong Niu

Kaiwen Hong

Shuijing Liu

Yixuan Wang

...

2023/8/30

DFields: Dynamic 3D Descriptor Fields for Zero-Shot Generalizable Robotic Manipulation

arXiv preprint arXiv:2309.16118

Yixuan Wang

Zhuoran Li

Mingtong Zhang

Katherine Driggs-Campbell

Jiajun Wu

...

2023/9/28

Designing a Wayfinding Robot for People with Visual Impairments

arXiv preprint arXiv:2302.09144

Shuijing Liu

Aamir Hasan

Kaiwen Hong

Chun-Kai Yao

Justin Lin

...

2023/2/17

Towards robots that influence humans over long-term interaction

Shahabedin Sagheb

Ye-Ji Mun

Neema Ahmadian

Benjamin A Christie

Andrea Bajcsy

...

2022/9/21

Towards Safe Multi-Level Human-Robot Interaction in Industrial Tasks

arXiv preprint arXiv:2308.03222

Zhe Huang

Ye-Ji Mun

Haonan Chen

Yiqing Xie

Yilong Niu

...

2023/8/6

See List of Professors in Katherine Driggs-Campbell University(University of Illinois at Urbana-Champaign)

Co-Authors

H-index: 139
Shankar Sastry

Shankar Sastry

University of California, Berkeley

H-index: 104
N.J. Tao

N.J. Tao

Arizona State University

H-index: 72
Sanjit A. Seshia

Sanjit A. Seshia

University of California, Berkeley

H-index: 58
Mykel J. Kochenderfer

Mykel J. Kochenderfer

Stanford University

H-index: 40
Dorsa Sadigh

Dorsa Sadigh

Stanford University

H-index: 33
Erica Forzani

Erica Forzani

Arizona State University

academic-engine