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Publications by Author

David Leslie

A unifying framework for iterative approximate best response algorithms for distributed constraint optimisation problems (2011)
Archie C. Chapman, Alex C. Rogers, Nicholas R. Jennings and David S. Leslie
The Knowledge Engineering Review
Posterior Weighted Reinforcement Learning with State Uncertainty (2010)
Larsen, T; Leslie, DS; Collins, EJ, et al.
Neural Computation vol: 22 , Pages: 1149 - 1179
Dynamic opponent modelling in fictitious play (2010)
Michalis Smyrnakis and David S. Leslie
The Computer Journal vol: 53 , Pages: 1344 - 1359
DOI: 10.1093/comjnl/bxq006
URL provided by the author
Posterior weighted reinforcement learning with state uncertainty (2010)
Tobias Larsen, David S. Leslie, E. J. Collins and Rafal Bogacz
Neural Computation vol: 22 , Pages: 1149 - 1179
URL provided by the author
Nonparametric estimation of the distribution function in contingent valuation models. (2009)
David S. Leslie, Robert Kohn, and Denzil G. Fiebig
Bayesian Analysis vol: 4 , Pages: 573 - 598
URL provided by the author
On similarities between inference in game theory and machine learning (2008)
Iead Rezek, David S. Leslie, Steven Reece, Stephen J. Roberts, Alex Rogers, Rajeep K. Dash and Nicholas R. Jennings
Journal of Artificial Intelligence Research vol: 33 , Pages: 259 - 283
URL provided by the author
Stochastic Fictitious Play using Particle Filters to update the beliefs of opponents strategies. (2008)
Michalis Smyrnakis and David Leslie
Address: First International Workshop on Optimisation in Multi-Agent Systems (OptMas) to be held in conjunction with the Seventh Joint Conference on Autonomous and Multi-Agent Systems (AAMAS 2008)
The ALADDIN project: intelligent agents for disaster management (2008)
N.M. Adams, M.Field, E. Gelenbe, D.J. Hand, N.R. Jennings, D.S. Leslie, D. Nicholson, S.D. Ramchurn, and A. Rogers
Address: IARP/EURON Workshop on Robotics for Risky Interventions and Environmental Surveillance (RISE), Benicassim, Spain, January 2008
Generalised linear mixed model analysis via sequential Monte Carlo sampling (2008)
Yanan Fan, David S. Leslie and Matt P. Wand
Electronic Journal of Statistics vol: 2 , Pages: 916 - 938
URL provided by the author
Discussion of the article by Handcock, Raftery and Tantrum (2007)
David S. Leslie
Journal of the Royal Statistical Society, Series A, 170, 301-354
URL provided by the author
A general approach to heteroscedastic linear regression (2007)
David S. Leslie, Robert Kohn and David J. Nott
Statistics and Computing vol: 17 , Issue: 2 , Pages: 131 - 146
DOI: 10.1007/s11222-006-9013-8
URL provided by the author
Generalised weakened fictitious play (2006)
David S. Leslie and E. J. Collins
Games and Economic Behavior vol: 56 , Issue: 2 , Pages: 285 - 298
DOI: 10.1016/j.geb.2005.08.005
URL provided by the author
Individual Q-learning in normal form games (2005)
David S. Leslie and E. J. Collins
SIAM Journal on Control and Optimization vol: 44 , Pages: 495 - 514
DOI: 10.1137/S0363012903437976
URL provided by the author
Reinforcement Learning in Games (2003)
David S. Leslie
PhD thesis, University of Bristol
URL provided by the author
Convergent multiple-timescales reinforcement learning algorithms in normal form games (2003)
David S. Leslie and E. J. Collins
Annals of Applied Probability vol: 13 , Issue: 4 , Pages: 1231 - 1251
DOI: 10.1214/aoap/1069786497
URL provided by the author