Iain Dunning

23 papers A* 3A 2Journal 18
YearRankTypeTitle / Venue / Authors
2020 J jnl
Relative Robust and Adaptive Optimization.
INFORMS J. Comput.
Dimitris Bertsimas, Iain Dunning
2020 J jnl
The Hanabi challenge: A new frontier for AI research.
Artif. Intell.
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
2019 A* conf
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning.
ICML
Jakob N. Foerster, H. Francis Song, Edward Hughes, Neil Burch, Iain Dunning, Shimon Whiteson, Matthew M. Botvinick, Michael Bowling
2019 A conf
Malthusian Reinforcement Learning.
AAMAS
Joel Z. Leibo, Julien Pérolat, Edward Hughes, Steven Wheelwright, Adam H. Marblestone, Edgar A. Duéñez-Guzmán, Peter Sunehag, Iain Dunning, Thore Graepel
2019 J jnl
The Hanabi Challenge: A New Frontier for AI Research.
CoRR
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
2018 J jnl
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning.
CoRR
Jakob N. Foerster, H. Francis Song, Edward Hughes, Neil Burch, Iain Dunning, Shimon Whiteson, Matthew M. Botvinick, Michael Bowling
2018 J jnl
Human-level performance in first-person multiplayer games with population-based deep reinforcement learning.
CoRR
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
2018 A* conf
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.
ICML
Lasse Espeholt, Hubert Soyer, Rémi Munos, Karen Simonyan, Volodymyr Mnih, Tom Ward, Yotam Doron, Vlad Firoiu, Tim Harley, Iain Dunning, Shane Legg, Koray Kavukcuoglu
2018 J jnl
IMPALA: Scalable Distributed Deep-RL with Importance Weighted Actor-Learner Architectures.
CoRR
Lasse Espeholt, Hubert Soyer, Rémi Munos, Karen Simonyan, Volodymyr Mnih, Tom Ward, Yotam Doron, Vlad Firoiu, Tim Harley, Iain Dunning, Shane Legg, Koray Kavukcuoglu
2018 A* conf
Inequity aversion improves cooperation in intertemporal social dilemmas.
NeurIPS
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
2018 J jnl
Inequity aversion resolves intertemporal social dilemmas.
CoRR
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
2018 A conf
Learning Fast Optimizers for Contextual Stochastic Integer Programs.
UAI
Vinod Nair, Dj Dvijotham, Iain Dunning, Oriol Vinyals
2018 J jnl
Malthusian Reinforcement Learning.
CoRR
Joel Z. Leibo, Julien Pérolat, Edward Hughes, Steven Wheelwright, Adam H. Marblestone, Edgar A. Duéñez-Guzmán, Peter Sunehag, Iain Dunning, Thore Graepel
2018 J jnl
What Works Best When? A Systematic Evaluation of Heuristics for Max-Cut and QUBO.
INFORMS J. Comput.
Iain Dunning, Swati Gupta, John Silberholz
2017 J jnl
Extended formulations in mixed integer conic quadratic programming.
Math. Program. Comput.
Juan Pablo Vielma, Iain Dunning, Joey Huchette, Miles Lubin
2017 J jnl
JuMP: A Modeling Language for Mathematical Optimization.
SIAM Rev.
Iain Dunning, Joey Huchette, Miles Lubin
2017 J jnl
Population Based Training of Neural Networks.
CoRR
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
2016 J jnl
Multistage Robust Mixed-Integer Optimization with Adaptive Partitions.
Oper. Res.
Dimitris Bertsimas, Iain Dunning
2016 J jnl
Reformulation versus cutting-planes for robust optimization.
Comput. Manag. Sci.
Dimitris Bertsimas, Iain Dunning, Miles Lubin
2015 J jnl
A Course on Advanced Software Tools for Operations Research and Analytics.
INFORMS Trans. Educ.
Iain Dunning, Vishal Gupta, Angela King, Jerry Kung, Miles Lubin, John Silberholz
2015 J jnl
Computing in Operations Research Using Julia.
INFORMS J. Comput.
Miles Lubin, Iain Dunning
2015 J jnl
JuMP: A Modeling Language for Mathematical Optimization.
CoRR
Iain Dunning, Joey Huchette, Miles Lubin
2013 J jnl
Computing in Operations Research using Julia.
CoRR
Miles Lubin, Iain Dunning