Scholar
Luke Dickens
Google Scholar ID: DtFpmGMAAAAJ
Associate Professor in Machine Learning, University College London
Machine Learning
Reinforcement Learning
Computational Neuroscience
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Citations & Impact
All-time
Citations
346
H-index
10
i10-index
10
Publications
20
Co-authors
58
list available
Contact
Email
l.dickens@ucl.ac.uk
Publications
9 items
Predictive Representations for Skill Transfer in Reinforcement Learning
2026
Cited
0
Do Machines Fail Like Humans? A Human-Centred Out-of-Distribution Spectrum for Mapping Error Alignment
2026
Cited
0
A Translation of Probabilistic Event Calculus into Markov Decision Processes
2025
Cited
0
Disentangling Neural Disjunctive Normal Form Models
2025
Cited
0
RESPONSE: Benchmarking the Ability of Language Models to Undertake Commonsense Reasoning in Crisis Situation
2025
Cited
0
Rule-Guided Feedback: Enhancing Reasoning by Enforcing Rule Adherence in Large Language Models
2025
Cited
0
IAO Prompting: Making Knowledge Flow Explicit in LLMs through Structured Reasoning Templates
2025
Cited
0
Neural DNF-MT: A Neuro-symbolic Approach for Learning Interpretable and Editable Policies
2025
Cited
0
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Resume (English only)
Research Experience
Held multiple research roles (pre- and post-doctoral) at Imperial College between 2004 and 2015
Pre-doctoral role in software engineering at the London e-Science Centre with John Darlington, Steven McGough, and David Colling
Post-doctoral researcher collaborating with Alessandra Russo, Krysia Broda, Emil Lupu, Aldo Faisal (Brain and Behaviour Lab), Anil Bharath, and others
Appointed Lecturer at UCL Department of Information Studies in 2015
Promoted to Associate Professor in 2023, current position
Co-authors
58 total
alessandra russo
Professor in Applied Computational Logic
Antonis Bikakis
Professor of Artificial Intelligence, University College London
Co-author 3
Co-author 4
Co-author 5
A. Aldo Faisal
Professor in AI & Neuroscience, Imperial College; Chair in Digital Health, Universität Bayreuth
Co-author 7
Co-author 8
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