About Me
I am Wadhah Zai El Amri, a PhD researcher at the L3S Research Center, Leibniz University Hannover, Germany. My work lies at the intersection of robotic perception, tactile sensing, and machine learning, with a particular focus on enabling robots to perceive and understand physical contact with the world.
I received my M.Sc. in Intelligent Systems from Bielefeld University, Germany, in 2022, and my B.Eng. in Computer Engineering from Bielefeld University of Applied Sciences, Germany, in 2020.
Research Interests: Tactile sensing for robotics, transfer learning across sensor modalities, vibro-acoustic perception, deep reinforcement learning, and sim-to-real transfer.
Feel free to reach out if you are interested in collaborating or discussing any of these topics.
News
- Jun 2026 — Paper accepted to Springer Journal of Intelligent and Robotic Systems (Q1): Do Robots Really Need Anthropomorphic Hands?
- Jun 2026 — Two Extended Abstracts accepted to the International Joint Conference on Artificial Intelligence (IJCAI) Wokshop: AI-Based Humanoid Robot Design and Control Through the Lens of HRI, Evolution, and Biomechanics
- Apr 2026 — Paper accepted to Elsevier Robotics and Autonomous Systems (Q1): SPLIT: Separating Physical-Contact via Latent Arithmetic in Image-Based Tactile Sensors
- Jan 2026 — Preprint submitted: Vibro-Sense: Robust Vibration-based Impulse Response Localization and Trajectory Tracking for Robotic Hands
- May 2025 — Paper accepted to ICRA 2025 (A*): ACROSS: A Deformation-Based Cross-Modal Representation for Robotic Tactile Perception
Publications
Do Robots Really Need Anthropomorphic Hands?
Alexander Fabisch, Wadhah Zai El Amri, Chandandeep Singh, Nicolás Navarro-Guerrero (2025). "Do Robots Really Need Anthropomorphic Hands?" 2026 Springer Journal of Intelligent and Robotic Systems, 2026.
SPLIT: Separating Physical-Contact via Latent Arithmetic in Image-Based Tactile Sensors
Wadhah Zai El Amri, Nicolás Navarro-Guerrero (2026). "SPLIT: Separating Physical-Contact via Latent Arithmetic in Image-Based Tactile Sensors." Robotics and Autonomous Systems, Volume 203, 2026,ISSN 0921-8890, 10.1016/j.robot.2026.105498.
Vibro-Sense: Robust Vibration-based Impulse Response Localization and Trajectory Tracking for Robotic Hands
Wadhah Zai El Amri, Nicolás Navarro-Guerrero (2026). "Vibro-Sense: Robust Vibration-based Impulse Response Localization and Trajectory Tracking for Robotic Hands." 2026 Submitted to Springer Autonomous Robots Journal, 2026.
ACROSS: A Deformation-Based Cross-Modal Representation for Robotic Tactile Perception
Wadhah Zai El Amri, Malte Kuhlmann, Nicolás Navarro-Guerrero (2025). "ACROSS: A Deformation-Based Cross-Modal Representation for Robotic Tactile Perception." 2025 IEEE International Conference on Robotics and Automation (ICRA), Atlanta, USA, 2025.
Projects
- Side Project
ROS 2 Dual Arm Teleoperation
Markerless real-time teleoperation of dual UR5e robotic arms using a standard webcam and MediaPipe hand tracking. Built for fun with...
