COGNITIVE ROBOTICS AND AI LAB - KSU
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The CRAI Lab, within the College of Aeronautics and Engineering, Kent State University, aims to conduct a cutting-edge embodied AI and robotics research -– designing the “Mind-Body Coordination Module” for robotic and AI systems for seamless cooperation with humans. The Mind-Body Coordination Module is developed by leveraging energy-efficient hardware (e.g., AI Chips, Controllers, Power Management Units, and GPUs), latest AI algorithms (e.g., Neural Networks, Large Language Model, and Quantum Artificial Intelligence) as well as Theory in cognitive science, psychology and neuroscience. We envision that with coordination module, robots have self-awareness and self-behavior diagnosis, understand human attention and environmental risk, and build a trustworthy relation with humans and other robotic systems. The applications include daily assistive robots, UAV teaming and deployment, medical AI systems, and intelligent manufacturing.  Research directions in CRAI include i). Trustworthy Humans-Robots Mixed Teaming, ii). Multi-Robot/UAV Adaptability, iii). Safe/Secured AI Systems, iv). Robot Behavior Transparency.
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Research: Meta Human Preference Learning
​- Chao Huang, IROS 2021
Research: Trust Learning in Interaction
​-Yijiang Pang, ROMAN 2021
Research: Robot Emergency Reaction
News​​​​​​​​​​
  • [Best Paper Award] the paper "Physics Representation Learning" authored by CRAI researchers Yi Wu, Runxiang Jin has been awarded as the "best student paper" at the prestigious HRI conference IEEE ROMAN 2024, congratulations! 
  • [Fundings] 2024.06, CRAI lab receives two research fundings, NSF Physical Robotics for CS Education ($1.78million, Lead Dr. Elena Novak) and DOD NCDMM Digital Twin ($558K, Lead: Dr. Joycelyn Harrison)
  • [papers] 2024.05, Totally 5 papers accepted by IEEE ROMAN! Including the work of LLM and Quantum AI! 
  • [papers] 2024.05, four workshop papers (federated learning, gesture control, uav power) have been accepted by IEEE ICRA 2024! 
  • [papers]2024.02, working with collaborators, Dr. Liu has published the book chapter "Federated Learning for Robotics" in the book "Handbook of Trustworthy Federated Machine Learning" Springer.
  • [Service] 2023.08, Dr. Liu serves as the program committee member for conference AAAI 2024! 
  • [1st PHD Graduatd!]2023.07, CRAI PHD student Chao Huang successfully defended his PHD dissertation, the first PHD student in CRAI lab, congratulations! Wish him all the best for the future! Check to know Chao's multi robot fast planning research.
  • [new member] 2023.06, welcome our new student researchers Sherry Li (swarm) and Jack Censula (HRI)! Welcome our new robot "YIMO" robot dog with robotic arm and LIDAR sensing system!
  • [papers] 2023.06, please check our recent work on "AI Fairness"(IEEE RAL, Lead: Jie Zhu) and "Survey of Multi Robot/Agent System" (Robotics and Autonomous Systems, Collaborate with Dr. Qin Yang, Bradley University).​
  • [paper] 2023.03, the collaborative work between KSU, Mines, Stanford, and CMT "high-resolution TEM image analysis for Metal 3D Printing" is published on materials Characterization Journal!  
  • Read More ...​ ​

Cooperation​​​​​
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Funding Sponsor
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Room AEB225 | College of Aeronautics and Engineering | Kent State University
Kent City, Ohio USA
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  • Lab Vision
  • Research
  • Publications
  • Members
  • Facilities
  • Service
  • Media
  • Highlights
  • Apply for Lab Tour