Iain Dunning

According to our database, Iain Dunning authored at least 17 papers between 2015 and 2020.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2020

Relative Robust and Adaptive Optimization.

Dimitris Bertsimas, Iain Dunning

INFORMS J. Comput., 2020

The Hanabi challenge: A new frontier for AI research.

Nolan Bard, Jakob N. Foerster, Sarath Chandar, Neil Burch, Marc Lanctot, H. Francis Song, Emilio Parisotto, Vincent Dumoulin, Subhodeep Moitra, Edward Hughes, Iain Dunning, Shibl Mourad, Hugo Larochelle, Marc G. Bellemare, Michael Bowling

Artif. Intell., 2020

2019

Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning.

Jakob N. Foerster, H. Francis Song, Edward Hughes, Neil Burch, Iain Dunning, Shimon Whiteson, Matthew M. Botvinick, Michael Bowling

Proceedings of the 36th International Conference on Machine Learning, 2019

Malthusian Reinforcement Learning.

Joel Z. Leibo, Julien Pérolat, Edward Hughes, Steven Wheelwright, Adam H. Marblestone, Edgar A. Duéñez-Guzmán, Peter Sunehag, Iain Dunning, Thore Graepel

Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

2018

What Works Best When? A Systematic Evaluation of Heuristics for Max-Cut and QUBO.

Iain Dunning, Swati Gupta, John Silberholz

INFORMS J. Comput., 2018

Human-level performance in first-person multiplayer games with population-based deep reinforcement learning.

Max Jaderberg, Wojciech M. Czarnecki, Iain Dunning, Luke Marris, Guy Lever, Antonio García Castañeda, Charles Beattie, Neil C. Rabinowitz, Ari S. Morcos, Avraham Ruderman, Nicolas Sonnerat, Tim Green, Louise Deason, Joel Z. Leibo, David Silver, Demis Hassabis, Koray Kavukcuoglu, Thore Graepel

CoRR, 2018

Inequity aversion resolves intertemporal social dilemmas.

Edward Hughes, Joel Z. Leibo, Matthew G. Philips, Karl Tuyls, Edgar A. Duéñez-Guzmán, Antonio García Castañeda, Iain Dunning, Tina Zhu, Kevin R. McKee, Raphael Koster, Heather Roff, Thore Graepel

CoRR, 2018

Learning Fast Optimizers for Contextual Stochastic Integer Programs.

Vinod Nair, Dj Dvijotham, Iain Dunning, Oriol Vinyals

Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018

Inequity aversion improves cooperation in intertemporal social dilemmas.

Edward Hughes, Joel Z. Leibo, Matthew Phillips, Karl Tuyls, Edgar A. Duéñez-Guzmán, Antonio García Castañeda, Iain Dunning, Tina Zhu, Kevin R. McKee, Raphael Koster, Heather Roff, Thore Graepel

Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018

IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.

Lasse Espeholt, Hubert Soyer, Rémi Munos, Karen Simonyan, Volodymyr Mnih, Tom Ward, Yotam Doron, Vlad Firoiu, Tim Harley, Iain Dunning, Shane Legg, Koray Kavukcuoglu

Proceedings of the 35th International Conference on Machine Learning, 2018

2017

JuMP: A Modeling Language for Mathematical Optimization.

Iain Dunning, Joey Huchette, Miles Lubin

SIAM Rev., 2017

Extended formulations in mixed integer conic quadratic programming.

Juan Pablo Vielma, Iain Dunning, Joey Huchette, Miles Lubin

Math. Program. Comput., 2017

Population Based Training of Neural Networks.

Max Jaderberg, Valentin Dalibard, Simon Osindero, Wojciech M. Czarnecki, Jeff Donahue, Ali Razavi, Oriol Vinyals, Tim Green, Iain Dunning, Karen Simonyan, Chrisantha Fernando, Koray Kavukcuoglu

CoRR, 2017

2016

Multistage Robust Mixed-Integer Optimization with Adaptive Partitions.

Dimitris Bertsimas, Iain Dunning

Oper. Res., 2016

Reformulation versus cutting-planes for robust optimization.

Dimitris Bertsimas, Iain Dunning, Miles Lubin

Comput. Manag. Sci., 2016

2015

A Course on Advanced Software Tools for Operations Research and Analytics.

Iain Dunning, Vishal Gupta, Angela King, Jerry Kung, Miles Lubin, John Silberholz

INFORMS Trans. Educ., 2015

Computing in Operations Research Using Julia.

Miles Lubin, Iain Dunning

INFORMS J. Comput., 2015