David S. Leslie

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Alex RogersProfessor of Computer Science, University of OxfordVerified email at cs.ox.ac.uk
Nick JenningsVice-Chancellor and President, Loughborough UniversityVerified email at lboro.ac.uk
Henry B MossEarly Career Fellow, University of CambridgeVerified email at cam.ac.uk
Professor Paul RaysonSchool of Computing and Communications, Lancaster University, UKVerified email at lancaster.ac.uk
Archie ChapmanSenior Lecturer, Electrical Engineering and Computer Science, University of QueenslandVerified email at uq.edu.au
Panayotis MertikopoulosCNRSVerified email at imag.fr
James A GrantLecturer in Statistics, Lancaster UniversityVerified email at lancaster.ac.uk
Quentin F. GronauUniversity of NewcastleVerified email at newcastle.edu.au
Alexander LyCentrum Wiskunde & InformaticaVerified email at cwi.nl
Dora MatzkeAssociate Professor, University of AmsterdamVerified email at uva.nl
Jonathan ForsterUniversity of SouthamptonVerified email at soton.ac.uk
Helen SteingroeverUniversity of AmsterdamVerified email at uva.nl
Maarten MarsmanAssistant Professor, University of AmsterdamVerified email at uva.nl
Eric-Jan WagenmakersUniversity of AmsterdamVerified email at uva.nl
Rafal BogaczMRC Brain Network Dynamics Unit at the University of OxfordVerified email at ndcn.ox.ac.uk
Casimir LudwigSchool of Psychological Science, University of BristolVerified email at bristol.ac.uk
Gaurav MalhotraResearch Fellow, School of Psychological Sciences, University of BristolVerified email at bristol.ac.uk
Michalis SmyrnakisResearch Scientist, STFC LaboratoryVerified email at stfc.ac.uk
Anthony LeeSchool of Mathematics, University of BristolVerified email at bristol.ac.uk
robert kohnProfessor of Economics University of New South WalesVerified email at unsw.edu.au

David S. Leslie

Professor of Statistical Learning, Lancaster University

Verified email at lancaster.ac.uk - Homepage

Statistical learning Game theory Decision-making


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A tutorial on bridge sampling QF Gronau, A Sarafoglou, D Matzke, A Ly, U Boehm, M Marsman, ... Journal of mathematical psychology 81, 80-97, 2017	272	2017
Optimistic Bayesian sampling in contextual-bandit problems BC May, N Korda, A Lee, DS Leslie Journal of Machine Learning Research 13, 2069-2106, 2012	226	2012
Generalised weakened fictitious play DS Leslie, EJ Collins Games and Economic Behavior 56 (2), 285-298, 2006	191	2006
Individual Q-learning in normal form games DS Leslie, EJ Collins SIAM Journal on Control and Optimization 44 (2), 495-514, 2005	184	2005
Bandit learning in concave N-person games M Bravo, D Leslie, P Mertikopoulos Advances in Neural Information Processing Systems 31, 5661-5671, 2018	120	2018
Convergent multiple-timescales reinforcement learning algorithms in normal form games DS Leslie, EJ Collins The Annals of Applied Probability 13 (4), 1231-1251, 2003	101	2003
Drosophila PINK1 and parkin loss-of-function mutants display a range of non-motor Parkinson’s disease phenotypes JJL Julienne, H., Buhl, E., Leslie, D. S. & Hodge Neurobiology of Disease, 2017	80	2017
Decentralized Q-learning in zero-sum Markov games M Sayin, K Zhang, D Leslie, T Basar, A Ozdaglar Advances in Neural Information Processing Systems 34, 18320-18334, 2021	74	2021
Time-varying decision boundaries: insights from optimality analysis G Malhotra, DS Leslie, CJH Ludwig, R Bogacz Psychonomic bulletin & review 25 (3), 971-996, 2018	72	2018
A unifying framework for iterative approximate best-response algorithms for distributed constraint optimization problems AC Chapman, A Rogers, NR Jennings, DS Leslie Knowledge Engineering Review 26 (4), 411-444, 2011	67	2011
BOSS: Bayesian Optimization over String Spaces H Moss, DS Leslie, D Beck, J Gonzalez, P Rayson Advances in neural information processing systems 33, 2020	66	2020
Overcoming indecision by changing the decision boundary G Malhotra, DS Leslie, CJH Ludwig, R Bogacz Journal of Experimental Psychology: General, 2017	56	2017
Convergent learning algorithms for unknown reward games AC Chapman, DS Leslie, A Rogers, NR Jennings SIAM Journal on Control and Optimization 51 (4), 3154-3180, 2013	54	2013
{REX}: A Development Platform and Online Learning Approach for Runtime Emergent Software Systems B Porter, M Grieves, R Rodrigues Filho, D Leslie 12th {USENIX} Symposium on Operating Systems Design and Implementation …, 2016	49	2016
A general approach to heteroscedastic linear regression DS Leslie, R Kohn, DJ Nott Statistics and Computing 17, 131-146, 2007	49	2007
Mixed-strategy learning with continuous action sets S Perkins, P Mertikopoulos, DS Leslie IEEE Transactions on Automatic Control 62 (1), 379-384, 2017	48	2017
Stochastic fictitious play with continuous action sets S Perkins, DS Leslie Journal of Economic Theory 152, 179-213, 2014	48	2014
Context-dependent decision-making: a simple Bayesian model K Lloyd, DS Leslie Journal of The Royal Society Interface 10 (82), 20130069, 2013	46	2013
Asynchronous stochastic approximation with differential inclusions S Perkins, DS Leslie Stochastic Systems 2 (2), 409-446, 2013	46	2013
Best-response dynamics in zero-sum stochastic games DS Leslie, S Perkins, Z Xu Journal of Economic Theory 189, 105095, 2020	45	2020

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