Joseph Campbell

Joseph Campbell

Arizona State University

H-index: 9

North America-United States

About Joseph Campbell

Joseph Campbell, With an exceptional h-index of 9 and a recent h-index of 9 (since 2020), a distinguished researcher at Arizona State University, specializes in the field of Machine Learning, Explainable AI, Robotics, Human-Robot Interaction.

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

ShapeGrasp: Zero-Shot Task-Oriented Grasping with Large Language Models through Geometric Decomposition

HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation

Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models

Knowledge-Guided Short-Context Action Anticipation in Human-Centric Videos

Explainable action advising for multi-agent reinforcement learning

Enhancing state estimation in robots: A data-driven approach with differentiable ensemble kalman filters

Theory of Mind for Multi-Agent Collaboration via Large Language Models

Characterizing Out-of-Distribution Error via Optimal Transport

Joseph Campbell Information

University

Position

___

Citations(all)

367

Citations(since 2020)

339

Cited By

99

hIndex(all)

9

hIndex(since 2020)

9

i10Index(all)

9

i10Index(since 2020)

7

Email

University Profile Page

Arizona State University

Google Scholar

View Google Scholar Profile

Joseph Campbell Skills & Research Interests

Machine Learning

Explainable AI

Robotics

Human-Robot Interaction

Top articles of Joseph Campbell

Title

Journal

Author(s)

Publication Date

ShapeGrasp: Zero-Shot Task-Oriented Grasping with Large Language Models through Geometric Decomposition

arXiv preprint arXiv:2403.18062

Samuel Li

Sarthak Bhagat

Joseph Campbell

Yaqi Xie

Woojun Kim

...

2024/3/26

HiKER-SGG: Hierarchical Knowledge Enhanced Robust Scene Graph Generation

arXiv preprint arXiv:2403.12033

Ce Zhang

Simon Stepputtis

Joseph Campbell

Katia Sycara

Yaqi Xie

2024/3/18

Long-Horizon Dialogue Understanding for Role Identification in the Game of Avalon with Large Language Models

Conference on Empirical Methods in Natural Language Processing (EMNLP)

Simon Stepputtis

Joseph Campbell

Yaqi Xie

Zhengyang Qi

Wenxin Sharon Zhang

...

2023/11/9

Knowledge-Guided Short-Context Action Anticipation in Human-Centric Videos

ICCV Workshop on AI for Creative Video Editing and Understanding

Sarthak Bhagat

Simon Stepputtis

Joseph Campbell

Katia Sycara

2023/9/12

Explainable action advising for multi-agent reinforcement learning

Yue Guo

Joseph Campbell

Simon Stepputtis

Ruiyu Li

Dana Hughes

...

2023/5/29

Enhancing state estimation in robots: A data-driven approach with differentiable ensemble kalman filters

International Conference on Intelligent Robots and Systems (IROS)

Xiao Liu

Geoffrey Clark

Joseph Campbell

Yifan Zhou

Heni Ben Amor

2023/8/19

Theory of Mind for Multi-Agent Collaboration via Large Language Models

arXiv preprint arXiv:2310.10701

Huao Li

Yu Quan Chong

Simon Stepputtis

Joseph Campbell

Dana Hughes

...

2023/10/16

Characterizing Out-of-Distribution Error via Optimal Transport

Yuzhe Lu

Yilong Qin

Runtian Zhai

Andrew Shen

Ketong Chen

...

2023/5/25

Theory of Mind as Intrinsic Motivation for Multi-Agent Reinforcement Learning

ICML Workshop on Theory of Mind in Communicating Agents

Ini Oguntola

Joseph Campbell

Simon Stepputtis

Katia Sycara

2023/7/3

Understanding Your Agent: Leveraging Large Language Models for Behavior Explanation

Xijia Zhang

Yue Guo

Simon Stepputtis

Katia P Sycara

Joseph Campbell

2023/10/13

Predicting Out-of-Distribution Error with Confidence Optimal Transport

Yuzhe Lu

Zhenlin Wang

Runtian Zhai

Soheil Kolouri

Joseph Campbell

...

2023/2/10

Robust Hierarchical Scene Graph Generation

Ce Zhang

Simon Stepputtis

Joseph Campbell

Katia Sycara

Yaqi Xie

2023/12/21

Introspective Action Advising for Interpretable Transfer Learning

Joseph Campbell

Yue Guo

Fiona Xie

Simon Stepputtis

Katia Sycara

2023/11/20

A Framework for Intervention Based Team Support in Time Critical Tasks

Dana Hughes

Huao Li

Max Chis

Ini Oguntola

Simon Stepputtis

...

2023/10/1

Sample-Efficient Learning of Novel Visual Concepts

Conference on Lifelong Learning Agents (CoLLAs)

Sarthak Bhagat

Simon Stepputtis

Joseph Campbell

Katia Sycara

2023/6/15

Benchmarking and Enhancing Disentanglement in Concept-Residual Models

arXiv preprint arXiv:2312.00192

Renos Zabounidis

Ini Oguntola

Konghao Zhao

Joseph Campbell

Simon Stepputtis

...

2023/11/30

Explaining agent behavior with large language models

IROS Workshop on Human Multi-Robot Interaction

Xijia Zhang

Yue Guo

Simon Stepputtis

Katia Sycara

Joseph Campbell

2023/9/19

Learning and blending robot hugging behaviors in time and space

Michael Drolet

Joseph Campbell

Heni Ben Amor

2023/5/29

Concept Learning for Interpretable Multi-Agent Reinforcement Learning

Renos Zabounidis*

Joseph Campbell*

Simon Stepputtis

Dana Hughes

Katia P Sycara

2022

Physical human-robot interaction (pHRI)

2022/9/13

See List of Professors in Joseph Campbell University(Arizona State University)

Co-Authors

H-index: 100
Katia Sycara

Katia Sycara

Carnegie Mellon University

H-index: 43
Georgios Fainekos

Georgios Fainekos

Arizona State University

H-index: 32
Heni Ben Amor

Heni Ben Amor

Arizona State University

H-index: 20
Daniel Aukes

Daniel Aukes

Arizona State University

H-index: 18
Shuhei Ikemoto

Shuhei Ikemoto

Kyushu Institute of Technology

H-index: 9
Simon Stepputtis

Simon Stepputtis

Arizona State University

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