Iain Dunning
Iain Dunning
DeepMind
Verified email at google.com - Homepage
TitleCited byYear
JuMP: A modeling language for mathematical optimization
I Dunning, J Huchette, M Lubin
SIAM Review 59 (2), 295-320, 2017
4472017
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures
L Espeholt, H Soyer, R Munos, K Simonyan, V Mnih, T Ward, Y Doron, ...
arXiv preprint arXiv:1802.01561, 2018
2822018
Computing in Operations Research using Julia
M Lubin, I Dunning
INFORMS Journal on Computing, 2013
2582013
Population Based Training of Neural Networks
M Jaderberg, V Dalibard, S Osindero, WM Czarnecki, J Donahue, ...
arXiv preprint arXiv:1711.09846, 2017
1772017
Human-level performance in 3D multiplayer games with population-based reinforcement learning
M Jaderberg, WM Czarnecki, I Dunning, L Marris, G Lever, AG Castañeda, ...
Science 364 (6443), 859-865, 2019
1372019
PuLP: a linear programming toolkit for python
S Mitchell, M O’Sullivan, I Dunning
The University of Auckland, Auckland, New Zealand, 2011
972011
Reformulation versus cutting-planes for robust optimization
D Bertsimas, I Dunning, M Lubin
Computational Management Science 13 (2), 195-217, 2016
762016
Multistage Robust Mixed-Integer Optimization with Adaptive Partitions
D Bertsimas, I Dunning
Operations Research 64 (4), 980-998, 2016
752016
Inequity aversion improves cooperation in intertemporal social dilemmas
E Hughes, JZ Leibo, M Phillips, K Tuyls, E Dueñez-Guzman, ...
Advances in Neural Information Processing Systems, 3326-3336, 2018
35*2018
The Hanabi Challenge: A New Frontier for AI Research
N Bard, JN Foerster, S Chandar, N Burch, M Lanctot, HF Song, E Parisotto, ...
arXiv preprint arXiv:1902.00506, 2019
302019
OpenSolver: Open source optimisation for Excel
AJ Mason, I Dunning
45th Annual Conference of the ORSNZ, 2010
282010
Extended formulations in mixed integer conic quadratic programming
JP Vielma, I Dunning, J Huchette, M Lubin
Mathematical Programming Computation 9 (3), 369-418, 2017
272017
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning
JN Foerster, F Song, E Hughes, N Burch, I Dunning, S Whiteson, ...
arXiv preprint arXiv:1811.01458, 2018
212018
Advances in robust and adaptive optimization: algorithms, software, and insights
IR Dunning
Massachusetts Institute of Technology, 2016
122016
What Works Best When? A Systematic Evaluation of Heuristics for Max-Cut and QUBO
I Dunning, S Gupta, J Silberholz
INFORMS Journal on Computing, 2018
102018
Dippy: A Simplified Interface for Advanced Mixed-integer Programming
Q Lim, C Walker, I Dunning, S Mitchell
Department of Engineering Science, School of Engineering, University of Auckland, 2012
92012
Malthusian reinforcement learning
JZ Leibo, J Perolat, E Hughes, S Wheelwright, AH Marblestone, ...
Proceedings of the 18th International Conference on Autonomous Agents and …, 2019
62019
A Course on Advanced Software Tools for Operations Research and Analytics
I Dunning, V Gupta, A King, J Kung, M Lubin, J Silberholz
INFORMS Transactions on Education 15 (2), 169-179, 2015
32015
Learning Fast Optimizers for Contextual Stochastic Integer Programs
V Nair, K Dvijotham, I Dunning, O Vinyals
UAI, 2018
22018
Dippy
MJ O'Sullivan, S Mitchell, CG Walker, I Dunning, QS Lim
2010
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Articles 1–20