Logan Dunbar
Postgraduate Researcher
Greater Leeds Area United Kingdom
Summary
👤
Senior🎓
Top SchoolLogan Dunbar is a postgraduate researcher and PhD candidate in Artificial Intelligence at the University of Leeds with 12 years of experience bridging mechatronic and electrical engineering into robotics and reinforcement learning. His research focuses on automatically generating curricula for RL agents to accelerate learning and make complex tasks tractable, with an eye toward creating more general-purpose learning systems. Trained at Stellenbosch and the University of Cape Town, he combines rigorous engineering foundations with curiosity about the nature of learning itself. Based in Greater Leeds, he advocates for a human-centered symbiosis with technology and aims to translate theoretical advances into practical, uplifting robotic systems.
12 years of coding experience
Master’s Degree, Electrical Engineering, Master’s Degree, Electrical Engineering at University of Cape TownDoctor of Philosophy - PhD, Artificial Intelligence, Doctor of Philosophy - PhD, Artificial Intelligence at University of LeedsEngineer’s Degree, Mechatronic Engineering, Engineer’s Degree, Mechatronic Engineering at Stellenbosch University/Universiteit Stellenbosch
Github Skills (95)
api10
hyperparameter-tuning10
keras10
q-learning9
graph-algorithms9
collaboration9
pytorch9
reinforcement-learning9
reinforcement-learning-environments9
data-versioning9
pybullet8
cli8
ai8
robotics8
complex-networks8
Programming languages (7)
Github contributions (5)
nileshlg2003/AR_App
Feb 2014 - Mar 2014
Contributions:48 commits in 14 days
logan-dunbar/pddlgym
Oct 2020 - Jan 2022
Convert a PDDL domain into an OpenAI Gym environment.
Contributions:2 pushes, 1 branch in 1 year 3 months
reinforcement-learninggym-environmentopenaipddldomain
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