News

May 16, 2025: Dr. Zha delivered a keynote talk at the NSF Data Science Symposium, hosted by North Carolina A&T State University. Talk Title: Embodied and Human-Aligned Intelligence across Air, Water, and Land: From Simulation to Data-Efficient Learning

Feb 7, 2025: William Yang and Dr. Zha were interviewed by the University of Maryland about our Aerial-Aquatic Manipulators project.

Dec 2, 2024: Our paper “NatSGLD: A Dataset with Speech, Gestures, Logic, and Demonstrations for Robot Learning in Natural Human-Robot Interaction” is accepted by HRI-25.

Aug 22, 2024: Dr. Zha gave a faculty talk at the Maryland Research Day event.

July 10, 2024: Our paper “Task Success” is not Enough: Investigating the Use of Video-Language Models as Behavior Critics for Catching Undesirable Agent Behaviors is accepted by COLM-24.

July 3, 2024: Dr. Zha gave an invited talk at the Robotics Institute at Carnegie Mellon University: “Cognitively-Enhanced Robotic Manipulation across Sea, Air, and Land” .

May 23, 2024: Dr. Zha delivered a faculty talk at the Maryland Robotics Center Research Symposium 2024. Watch the talk here: Video.

Dec 9, 2023: Our paper Learning from Ambiguous Demonstrations with Self-Explanation Guided Reinforcement Learning is accepted by AAAI-24 Main Track. Thanks to my collaborators!

July 2023: Excited to announce our workshop Bridging the Gap between Cognitive Science and Robot Learning in the Real World: Progresses and New Directions at CoRL-23.

Director
Student 1
Dr. Yantian Zha

Website

Bio: Assistant Professor, Department of Computer Science, North Carolina A&T State University (2025–present); Postdoctoral Associate, Computer Science and Mechanical Engineering, University of Maryland, College Park (2022–2025); Adjunct Lecturer, Computer Science, University of Maryland, College Park (2023–2024); Ph.D. in Computer Science, Arizona State University (2022).

Research Interests: Cognitive Robotics, Artificial Intelligence, Machine Learning, Human-Robot Collaboration, Dynamics, Control, Cross-Medium Manipulation, and Advanced Simulators

PhD Students
Master’s and Undergrad Students
Student 1
Hangong Chen

Website

Bio: B.E. in Electronic Information Engineering, Jianghan University (2024); currently pursuing an M.S. in Applied Machine Learning program at the University of Maryland, College Park.

Research Interests: Computer Vision, Simulation

Hangong is interested in reconstructing 3D objects from video data and developing methods to simulate them realistically in high-fidelity simulators.

Student 2
Ian Fuller

Website

Bio: B.S. Candidate in Computer Science with a Minor in Robotics and Autonomous Systems at the University of Maryland, College Park.

Research Interests: Robotics, Simulation, Computer Vision, 3D Printing

Ian aims to bridge simulation and real-world robotics using computer vision, machine learning, and 3D printing. His research spans developing advanced simulation techniques and building physical prototypes that bring robotic systems to life.

Visiting Researchers
Student 1
Yangsheng Xu

Website

Bio: B.S.in Mechanical Engineering, Southwest Jiaotong University (2021); M.S.in Mechanical Engineering, Johns Hopkins University (2023); Currently pursuing PhD. In Mechanical Engineering, University of Maryland college park

Research Interests: Robotics, Soft manipulator, Sensing Act Unit

Yangsheng’s research focuses on developing novel robotic platforms. His current work involves the design and experimental validation of Aerial-Aquatic Manipulators.

Alumni
Student 1
William Yang

Website

Bio: B.S. and M.S. in Computer Science, University of Maryland, College Park (2024).

Research Interests: Reinforcement Learning, Simulation

Student 2
Karthikeya Kona

Website

Bio: B.S. in Computer Science, University of Maryland, College Park (2023).

Research Interests: Artificial Intelligence, Robotics

Student 3
Yashveer Jain

Website

Bio: B.Eng. in Robotics, University of Maryland, College Park (2024).

Research Interests: Robotics, Control, Embedded Systems

Student 4
Tomer Atzili

Website

Bio: B.S. in Computer Science, University of Maryland, College Park (2023).

Research Interests: Simulation

Website designed by Yantian Zha

Contact: yzha@ncat.edu