Byung-Cheol Min

Byung-Cheol Min

Purdue University

H-index: 21

North America-United States

About Byung-Cheol Min

Byung-Cheol Min, With an exceptional h-index of 21 and a recent h-index of 17 (since 2020), a distinguished researcher at Purdue University, specializes in the field of Robotics, Multi-Robot Systems, Human-Robot Interaction, Robot Learning, Field Robotics.

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

Semantic Layering in Room Segmentation via LLMs

Multi-robot cooperative socially-aware navigation using multi-agent reinforcement learning

Initial Task Allocation in Multi-Human Multi-Robot Teams: An Attention-enhanced Hierarchical Reinforcement Learning Approach

Learning from Demonstration Framework for Multi-Robot Systems Using Interaction Keypoints and Soft Actor-Critic Methods

Husformer: A multi-modal transformer for multi-modal human state recognition

ZeroCAP: Zero-Shot Multi-Robot Context Aware Pattern Formation via Large Language Models

PlaceFormer: Transformer-based Visual Place Recognition using Multi-Scale Patch Selection and Fusion

SRLM: Human-in-Loop Interactive Social Robot Navigation with Large Language Model and Deep Reinforcement Learning

Byung-Cheol Min Information

University

Position

Associate Professor of Computer and Information Technology

Citations(all)

1551

Citations(since 2020)

1028

Cited By

768

hIndex(all)

21

hIndex(since 2020)

17

i10Index(all)

46

i10Index(since 2020)

29

Email

University Profile Page

Purdue University

Google Scholar

View Google Scholar Profile

Byung-Cheol Min Skills & Research Interests

Robotics

Multi-Robot Systems

Human-Robot Interaction

Robot Learning

Field Robotics

Top articles of Byung-Cheol Min

Title

Journal

Author(s)

Publication Date

Semantic Layering in Room Segmentation via LLMs

arXiv preprint arXiv:2403.12920

Taehyeon Kim

Byung-Cheol Min

2024/3/19

Multi-robot cooperative socially-aware navigation using multi-agent reinforcement learning

Weizheng Wang

Le Mao

Ruiqi Wang

Byung-Cheol Min

2024/5

Initial Task Allocation in Multi-Human Multi-Robot Teams: An Attention-enhanced Hierarchical Reinforcement Learning Approach

IEEE Robotics and Automation Letters

Ruiqi Wang

Dezhong Zhao

Arjun Gupte

Byung-Cheol Min

2024/2/15

Learning from Demonstration Framework for Multi-Robot Systems Using Interaction Keypoints and Soft Actor-Critic Methods

arXiv preprint arXiv:2404.02324

Vishnunandan LN Venkatesh

Byung-Cheol Min

2024/4/2

Husformer: A multi-modal transformer for multi-modal human state recognition

IEEE Transactions on Cognitive and Developmental Systems

Ruiqi Wang

Wonse Jo

Dezhong Zhao

Weizheng Wang

Arjun Gupte

...

2024/1/23

ZeroCAP: Zero-Shot Multi-Robot Context Aware Pattern Formation via Large Language Models

arXiv preprint arXiv:2404.02318

Vishnunandan LN Venkatesh

Byung-Cheol Min

2024/4/2

PlaceFormer: Transformer-based Visual Place Recognition using Multi-Scale Patch Selection and Fusion

arXiv preprint arXiv:2401.13082

Shyam Sundar Kannan

Byung-Cheol Min

2024/1/22

SRLM: Human-in-Loop Interactive Social Robot Navigation with Large Language Model and Deep Reinforcement Learning

arXiv preprint arXiv:2403.15648

Weizheng Wang

Le Mao

Ruiqi Wang

Byung-Cheol Min

2024/3/22

Hyper-STTN: Social Group-aware Spatial-Temporal Transformer Network for Human Trajectory Prediction with Hypergraph Reasoning

arXiv preprint arXiv:2401.06344

Weizheng Wang

Le Mao

Baijian Yang

Guohua Chen

Byung-Cheol Min

2024/1/12

Beacon-based Distributed Structure Formation in Multi-agent Systems

2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Tamzidul Mina

Wonse Jo

Shyam S Kannan

Byung-Cheol Min

2023/3/2

Electric Vehicle Battery State of Charge Prediction Based on Graph Convolutional Network

International Journal of Automotive Technology

Geunsu Kim

Soohyeok Kang

Gyudo Park

Byung-Cheol Min

2023/12

SMART-LLM: Smart Multi-Agent Robot Task Planning using Large Language Models

arXiv preprint arXiv:2309.10062

Shyam Sundar Kannan

Vishnunandan LN Venkatesh

Byung-Cheol Min

2023/9/18

Implications of Personality on Cognitive Workload, Affect, and Task Performance in Remote Robot Control

2023 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)

Go-Eum Cha

Wonse Jo

Byung-Cheol Min

2023/3/8

Robot Patrol: Using Crowdsourcing and Robotic Systems to Provide Indoor Navigation Guidance to The Visually Impaired

arXiv preprint arXiv:2306.02843

Ike Obi

Ruiqi Wang

Prakash Shukla

Byung-Cheol Min

2023/6/5

NaviSTAR: Socially Aware Robot Navigation with Hybrid Spatio-Temporal Graph Transformer and Preference Learning

Weizheng Wang

Ruiqi Wang

Le Mao

Byung-Cheol Min

2023/10

Affective workload allocation for multi-human multi-robot teams

arXiv preprint arXiv:2303.10465

Wonse Jo

Ruiqi Wang

Baijian Yang

Dan Foti

Mo Rastgaar

...

2023/3/18

UPPLIED: UAV Path Planning for Inspection through Demonstration

Shyam Sundar Kannan

Vishnunandan LN Venkatesh

Revanth Krishna Senthilkumaran

Byung-Cheol Min

2023/10

Invited review: integration of technologies and systems for precision animal agriculture—a case study on precision dairy farming

Journal of Animal Science

Upinder Kaur

Victor MR Malacco

Huiwen Bai

TP Price

Arunashish Datta

...

2023/6/19

Initial Task Allocation for Multi-Human Multi-Robot Teams with Attention-based Deep Reinforcement Learning

Ruiqi Wang

Dezhong Zhao

Byung-Cheol Min

2023/10

Rapid Prediction of Network Quality in Mobile Robots

Ad Hoc Networks

Ramviyas Parasuraman

Byung-Cheol Min

Petter Ögren

2023/1/1

See List of Professors in Byung-Cheol Min University(Purdue University)

Co-Authors

H-index: 41
Victor Raskin

Victor Raskin

Purdue University

H-index: 37
Aaron Steinfeld

Aaron Steinfeld

Carnegie Mellon University

H-index: 26
Richard M Voyles

Richard M Voyles

Purdue University

H-index: 25
Seokcheon Lee

Seokcheon Lee

Purdue University

H-index: 23
Julia Taylor Rayz

Julia Taylor Rayz

Purdue University

H-index: 21
Baijian Yang

Baijian Yang

Purdue University

academic-engine