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 |
| 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
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2022 - 2025 Leeds, UK
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2021 - 2022 Leeds, UK
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2016 - 2020 Coventry, UK
Work
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2025 - Present CTO
Eden Robotics AI
Leading design, innovation, technical direction, and AI at Eden Robotics.
- Robotics
- AI
- Mechanical Design
- Technical Lead
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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
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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
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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
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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
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2025.07.11 Learning to Adapt through Bio-Inspired Gait Strategies for Versatile Quadruped Locomotion
Nature Machine Intelligence
Development a bio-inspired deep reinforcement learning locomotion framework for zero-shot adaptation to complex real-world terrains.
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2024.12.30 Learning Bipedal Walking on a Quadruped Robot Via Adversarial Motion Priors
Towards Autonomous Robotics Systems
Leveraging Adversrial Motion Priors with a teacher-student policy to enable a quadruped robot to walk as a biped on rough terrain.
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2023.07.31 Bio-Inspired Gait Transitions for Quadruped Locomotion
IEEE Robotics and Automation Letters
Formulation of a bio-inspired gait scheduler for quadruped agnostic gait transitions.
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2023.07.13 Performance and Usability Evaluation Scheme for Mobile Manipulator Teleoperation
IEEE Transactions on Human-Machine Systems
Through extending Fitts' law a standardized interface evaluation method for quadruped manipulators is developed and evaluated in a set of human studies.
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2023.07.11 High Utility Teleoperation Framework for Legged Manipulators Through Leveraging Whole-Body Control
Journal of Intelligent and Robotic Systems
The development of a teleoperation framework for legged manipulators to enable full utilisation of the targe system's utility via the forumulation of a bespoke inverse-kinematics based whole-body controller.
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2022.10.21 Whole-body Control for a Torque-controlled Legged Mobile Manipulator
Actuators
The development of an inverse-dynamics whole-body controller for legged manipulators.
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2022.10.18 Benchmarking Dynamic Balancing Controllers for Humanoid Robots
Robotics
The evaluation of balancing strategies for humanoid robots against standardizede key performance indicators.
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2022.09.01 Trigger-assisted Ambidextrous Control Framework for Teleoperation of Two Legged Manipulators
Towards Autonomous Robotic Systems
The development of a teleoperation framework for intuative simultaneous control of two legged manipulators.
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2022.09.01 Teleoperating a Legged Manipulator Through Whole-Body Control
Towards Autonomous Robotics Systems
The forumlation of an inverse-kinematics based whole-body controller for enabling intuative teleoperation control.
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2022.08.26 Teleoperation of a Legged Manipulator for Item Disposal
UK Robotics and Autonomous Systems Conference
A study into utilising a whole-body teleoperation control framework for a complex item disposal task.
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 | ||||||