David S. Leslie
David S. Leslie
Professor of Statistical Learning, Lancaster University
Verified email at lancaster.ac.uk - Homepage
TitleCited byYear
Optimistic Bayesian sampling in contextual-bandit problems
BC May, N Korda, A Lee, DS Leslie
Journal of Machine Learning Research 13 (Jun), 2069-2106, 2012
1482012
Individual Q-learning in normal form games
DS Leslie, EJ Collins
SIAM Journal on Control and Optimization 44 (2), 495-514, 2005
1092005
Generalised weakened fictitious play
DS Leslie, EJ Collins
Games and Economic Behavior 56 (2), 285-298, 2006
1082006
Convergent multiple-timescales reinforcement learning algorithms in normal form games
DS Leslie, EJ Collins
The Annals of Applied Probability 13 (4), 1231-1251, 2003
782003
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
732017
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
582011
A general approach to heteroscedastic linear regression
DS Leslie, R Kohn, DJ Nott
Statistics and Computing 17 (2), 131-146, 2007
372007
On similarities between inference in game theory and machine learning
I Rezek, DS Leslie, S Reece, SJ Roberts, A Rogers, RK Dash, ...
Journal of Artificial Intelligence Research 33, 259-283, 2008
362008
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
322013
Simulation studies in optimistic Bayesian sampling in contextual-bandit problems
BC May, DS Leslie
Statistics Group, Department of Mathematics, University of Bristol 11, 02, 2011
302011
Context-dependent decision-making: a simple Bayesian model
K Lloyd, DS Leslie
Journal of The Royal Society Interface 10 (82), 20130069, 2013
252013
The aladdin project: intelligent agents for disaster management
NM Adams, M Field, E Gelenbe, NR Jennings, DS Leslie, D Nicholson, ...
IARP/EURON Workshop on Robotics for Risky Interventions and Environmental …, 2008
242008
Generalised linear mixed model analysis via sequential Monte Carlo sampling
Y Fan, DS Leslie, MP Wand
Electronic Journal of Statistics 2, 916-938, 2008
242008
Mixed-strategy learning with continuous action sets
S Perkins, P Mertikopoulos, DS Leslie
IEEE Transactions on Automatic Control 62 (1), 379-384, 2017
222017
Stochastic fictitious play with continuous action sets
S Perkins, DS Leslie
Journal of Economic Theory 152, 179-213, 2014
222014
Time-varying decision boundaries: insights from optimality analysis
G Malhotra, DS Leslie, CJH Ludwig, R Bogacz
Psychonomic bulletin & review 25 (3), 971-996, 2018
192018
Overcoming indecision by changing the decision boundary
G Malhotra, DS Leslie, CJH Ludwig, R Bogacz
Journal of Experimental Psychology: General, 2017
192017
Asynchronous stochastic approximation with differential inclusions
S Perkins, DS Leslie
Stochastic Systems 2 (2), 409-446, 2013
192013
Dynamic opponent modelling in fictitious play
M Smyrnakis, DS Leslie
The Computer Journal 53 (9), 1344-1359, 2010
192010
{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
162016
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Articles 1–20