CV

Please see below for details of my work and research, or click the icon to the right for the PDF version.

Basics

Name Joseph Humphreys
Email joey156@live.com
Url https://joey156.github.io
Summary I am a dedicated and innovative researcher with a passion for advancing the frontier of artificial intelligence, machine learning, and bio-inspired control in the application of robotics. I have delivered several high-impact projects that focused on augmenting deep reinforcement learning and optimal control with bio-inspired behaviour, leading to publications in several world-leading journals, including Nature Machine Intelligence, and generating international engagement within the media. The past three years, I was also involved in a diverse set of projects and teaching responsibilities, including running master’s projects, collaborative projects with international institutes, delivering tutorials and labs, running the student rocketry propulsion team, and developing research solutions for industry-funded projects.

Education

  • 2022 - 2025

    Leeds, UK

    PhD
    University of Leeds, UK
    Robotics
    Pass, No Corrections
  • 2021 - 2022

    Leeds, UK

    MSc
    University of Leeds, UK
    Mechatronics and Robotics
    Distinction
  • 2016 - 2020

    Coventry, UK

    BEng (Hons)
    Coventry University, UK
    Mechanical Engineering
    1st

Work

  • 2025 - Present
    CTO
    Eden Robotics AI
    Leading design, innovation, technical direction, and AI at Eden Robotics.
    • Robotics
    • AI
    • Mechanical Design
    • Technical Lead
  • 2025 - 2026
    Research Assistant
    University College London
    The development of design tools, algorithms and simulation environments for small scale pipe robots.
    • Robotics
    • AI
    • Mechanical Design
    • Deep Reinforcement Learning
  • 2025 - 2025
    Research Assistant
    Real Robotics Lab
    The development of loco-manipulation and bio-inspired locomotion frameworks for legged robots.
    • Robotics
    • AI
    • Deep Reinforcement Learning
  • 2022 - 2025
    Teaching Assistant
    University of Leeds
    Leading the delivery of tutorials and labs in coding, hardware development, and classical mechanics modules.
    • Coding
    • Teaching
    • Leading Tutorials
  • 2018 - 2019
    Design Engineer Intern
    Severn Trent Water
    Working to deliver solution feasibility analysis and outline design on projects at wastewater plants.
    • Mechanical Design
    • Project Management
    • Fluid Mechanics

Publications

Projects

  • 2024 - 2026
    EPSRC IAA TeLeMan DUO
    The development of a teleoperation framework for multiple legged robots, capable of handling the challenges of real-world environments and exploiting shared autonomy.
    • Development a bio-inspired deep reinforcement learning locomotion framework for zero-shot adaptation to complex real-world terrains.
    • Assisted in the writing of the project proposal and led the project in its later stages.
    • Led collaborative projects between the University of Leeds and University College London.
    • Output: Publications in Nature Machine Intelligence and Annual Conference Towards Autonomous Robotics Systems. Features at ICRA 2024 and in BBC Look North, The Telegraph, Radio New Zealand, and ITV news bulletin.
  • 2025 - 2025
    EPSRC Pipebots Initiative
    Revolutionizing buried pipe infrastructure management through the development of autonomous pipe robots.
    • After targeted discussion on stakeholder requirements, I developed deep learning tools for the design of pipe climbing robots to be deployed by BT in real infrastructure, along with designing several hardware experiments for validation.
  • 2022 - 2024
    Innovate UK AMPI
    The development of a teleoperation loco-manipulation control framework for explosive ordnance disposal using legged robots.
    • Development of a bespoke optimal control-based whole-body controller for intuitive teleoperation.
    • Formulation of a bio-inspired gait scheduler for quadruped agnostic gait transitions.
    • Development of performance and usability metrics for teleoperation control of legged manipulators.
    • Led collaborative projects between the University of Leeds and Harbin Institute of Technology.
    • Output: Publications in IEEE Transactions on Human-Machine Systems, IEEE Robotics and Automation Letters, Journal of Intelligent & Robotic Systems, Annual Conference Towards Autonomous Robotics Systems, and UKRAS22 Conference Proceedings. Features in UK Lab Live and IEEE Spectrum Video Friday.
  • 2022 - 2022
    EU Horizon EUROBENCH
    The EUROBENCH project aims at creating the first benchmarking framework for robotic systems in Europe. The framework will allow companies and researchers to test the performance of robots at any stage of development.
    • In collaboration with King Juan Carlos University, I developed core simulation environments, performance metrics, and control framework testing procedures in the drive to create the first benchmarking framework for robotic systems, which also led to a journal publication.

Skills

Areas of Expertise
Control of Legged and Manipulator Robots
Deep Reinforcement Learning
Rigid-body Dynamics Algorithms
Coding for Hardware
Optimal Control
Real-time Control and Communication
Experiment Design
Software
Coding Languages: Python, C++, C
MATLAB
Robotics Simulators: RaiSim, Isaac Gym, PyBullet, Gazebo
ROS and ROS2
PyTorch
TensorFlow
Pinocchio
Robots Used
Unitree B1
Unitree A1
Unitree Aliengo
OpenArm
Unitree Z1
Trossen Robotics VX300
PAL Robotics TALOS
Mechanical Design
CAD: SolidWorks, CATIA, Fusion
URDF Design
Rocketry
Topological Optimization
Modal Analysis
Centrifugal Pump Design
Finite Element Analysis

Interests

Robotics
Deep Learning
Bio-inspired Control and Design
Legged Robots
Exoskeletons
Long-horizon Planning
Real-time Policy Deployment
Teleoperation
Extracurricular
Rocketry
Rock climbing
Kickboxing
Muay Thai
Playing Viola, Violin and Clarinet