Manipulation · Learning · Modelling · Planning

Embodied MAnipulation InteLligence (EMAIL)

We develop algorithms and systems for intelligent robotic manipulation in real-world settings. Our research focuses on multi-modal perception (e.g., vision and touch/force), dexterous manipulation, and task & motion planning, combining data-driven learning, geometric modeling, and robot control.

Highlights: UniBiDex Teleoperation System with Kinematics Device, immersive VR, (🥇 T.J. Tarn Best Paper Finalist Award in Robotics @ IEEE ROBIO2025).
Highlights: 🥇 Champion Award-winning dexterous challenge runs using UniBiDex Teleoperation System for International Dexterity Challenge 2025.
Intelligent Vision-Driven Robotics special issue

Special issue cover: Intelligent Vision-Driven Robotics.

News

2025.10 🥇 Best Paper Finalist

T.J. Tarn Best Paper Finalist Award in Robotics @ IEEE ROBIO2025

2025.10 🥇 Award

2025 International Dexterous Manipulation Challenge Champion.

2025.8 Editorial

Dr. Zhou is serving as an AE for IEEE RA-L.

2025.6 📄 Journal

A Hierarchical Laser Control Strategy for Spatially Uniform Thermal Dose Delivery in Laser-Induced Thermal Therapy Accepted by IEEE/ASME T-Mech.

2024.10 🥇 Award

2024 International Dexterous Manipulation Challenge Champion.

Core Focus Areas

Deformable object manipulation, multi-modal perception, and long-horizon autonomy.

Deformable bag

Deformable Object Manipulation

Learning and modeling for non-rigid materials (garments, bags, granular materials), including neural particle-based dynamics and interactive perception under contact.

Dexterous manipulation

Dexterous Manipulation

Perception and control that fuse vision with touch/force feedback to handle uncertainty, detect contact, and improve dexterity.

Task and motion planning

Task & Motion Planning

Planning for long-horizon manipulation, including subgoal reasoning under sparse rewards and contact-aware trajectories.

Team Members

EMAIL Robotics Lab

PI

Dr. Peng Zhou

Lab PI · Assistant Professor

Great Bay University (GBU)

PI

Prof. David Navarro-Alarcon

Co-PI on Ph.D. programs

The Hong Kong Polytechnic University

PI

Prof. Jia Pan

Co-PI on Ph.D. program

The University of Hong Kong

Manager

Dr. Jun Hu

Postdoc Researcher (2025)

Tsinghua Shenzhen International Graduate School

PhD

Zhongxun Li

Visiting Ph.D. Student

The University of Hong Kong

PhD

Ziyuan Wang

Ph.D. Student (2025)

Harbin Institute of Technology, Shenzhen

Master

Xi Chen

M.S. Student (2025)

Shenzhen University

PhD

Sihan Chen

Visiting Ph.D. Student

The University of Hong Kong

Alumni

Zeliang Guo

Visiting M.S. Student

The University of Manchester

Alumni

Fangjun Chen

Visiting Undergraduate Student

Southern University of Science and Technology

Alumni

Fangyuan Wang

Visiting Ph.D. Student

The Hong Kong Polytechnic University

Alumni

Guorui Pei

Visiting Undergraduate Student

Taiyuan University of Technology

Robots & Devices

Key platforms powering our manipulation research.

UR5
1. UR7e * 1
Franka Emika Panda
2. xArm 7 * 2
Marvin Mobile Base
3. Marvin * 1
Orca Hand
4. Infi Hand * 2
Pantheon Hand
5. Pantheon Hand * 2
GelSight Sensor
6. GelSight Sensor * 10

Open to Collaboration & Recruitment

We welcome talents in robotics, learning, and control.

Openings

Ph.D. students, postdocs, visiting students, and research interns (subject to program availability).

What to Send

CV + short research statement + (optional) representative paper/code/demo link.

Contact

Email (obfuscated): pzhou AT gbu DOT edu DOT cn