Iain Dunning

Publication Activity (10 Years)

Years Active: 2013-2020
Publications (10 Years): 22

Top Topics

Reinforcement Learning

Quadratic Program

Robust Optimization

Modeling Language

Top Venues

INFORMS J. Comput.

Publications

Dimitris Bertsimas, Iain Dunning
Relative Robust and Adaptive Optimization. INFORMS J. Comput. 32 (2) (2020)
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
The Hanabi challenge: A new frontier for AI research. Artif. Intell. 280 (2020)
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
The Hanabi Challenge: A New Frontier for AI Research. CoRR (2019)
Jakob N. Foerster, H. Francis Song, Edward Hughes, Neil Burch, Iain Dunning, Shimon Whiteson, Matthew Botvinick, Michael Bowling
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning. ICML (2019)
Joel Z. Leibo, Julien Pérolat, Edward Hughes, Steven Wheelwright, Adam H. Marblestone, Edgar A. Duéñez-Guzmán, Peter Sunehag, Iain Dunning, Thore Graepel
Malthusian Reinforcement Learning. AAMAS (2019)
Vinod Nair, Dj Dvijotham, Iain Dunning, Oriol Vinyals
Learning Fast Optimizers for Contextual Stochastic Integer Programs. UAI (2018)
Jakob N. Foerster, H. Francis Song, Edward Hughes, Neil Burch, Iain Dunning, Shimon Whiteson, Matthew Botvinick, Michael Bowling
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning. CoRR (2018)
Lasse Espeholt, Hubert Soyer, Rémi Munos, Karen Simonyan, Volodymyr Mnih, Tom Ward, Yotam Doron, Vlad Firoiu, Tim Harley, Iain Dunning, Shane Legg, Koray Kavukcuoglu
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures. ICML (2018)
Lasse Espeholt, Hubert Soyer, Rémi Munos, Karen Simonyan, Volodymyr Mnih, Tom Ward, Yotam Doron, Vlad Firoiu, Tim Harley, Iain Dunning, Shane Legg, Koray Kavukcuoglu
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures. CoRR (2018)
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
Inequity aversion improves cooperation in intertemporal social dilemmas. NeurIPS (2018)
Joel Z. Leibo, Julien Pérolat, Edward Hughes, Steven Wheelwright, Adam H. Marblestone, Edgar A. Duéñez-Guzmán, Peter Sunehag, Iain Dunning, Thore Graepel
Malthusian Reinforcement Learning. CoRR (2018)
Iain Dunning, Swati Gupta, John Silberholz
What Works Best When? A Systematic Evaluation of Heuristics for Max-Cut and QUBO. INFORMS J. Comput. 30 (3) (2018)
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
Human-level performance in first-person multiplayer games with population-based deep reinforcement learning. CoRR (2018)
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
Inequity aversion resolves intertemporal social dilemmas. CoRR (2018)
Juan Pablo Vielma, Iain Dunning, Joey Huchette, Miles Lubin
Extended formulations in mixed integer conic quadratic programming. Math. Program. Comput. 9 (3) (2017)
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
Population Based Training of Neural Networks. CoRR (2017)
Iain Dunning, Joey Huchette, Miles Lubin
JuMP: A Modeling Language for Mathematical Optimization. SIAM Rev. 59 (2) (2017)
Dimitris Bertsimas, Iain Dunning
Multistage Robust Mixed-Integer Optimization with Adaptive Partitions. Oper. Res. 64 (4) (2016)
Dimitris Bertsimas, Iain Dunning, Miles Lubin
Reformulation versus cutting-planes for robust optimization. Comput. Manag. Sci. 13 (2) (2016)
Miles Lubin, Iain Dunning
Computing in Operations Research Using Julia. INFORMS J. Comput. 27 (2) (2015)
Iain Dunning, Vishal Gupta, Angela King, Jerry Kung, Miles Lubin, John Silberholz
A Course on Advanced Software Tools for Operations Research and Analytics. INFORMS Trans. Educ. 15 (2) (2015)
Iain Dunning, Joey Huchette, Miles Lubin
JuMP: A Modeling Language for Mathematical Optimization. CoRR (2015)
Miles Lubin, Iain Dunning
Computing in Operations Research using Julia. CoRR (2013)