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ORCIDIain Dunning
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2020 – today
- 2020
[j9]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: 103216 (2020)- [j8]Dimitris Bertsimas
, Iain Dunning:
Relative Robust and Adaptive Optimization. INFORMS J. Comput. 32(2): 408-427 (2020)
2010 – 2019
- 2019
- [c5]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: 1099-1107 - [c4]Jakob N. Foerster, H. Francis Song, Edward Hughes, Neil Burch, Iain Dunning, Shimon Whiteson, Matthew M. Botvinick, Michael Bowling:
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning. ICML 2019: 1942-1951 - [i9]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 abs/1902.00506 (2019) - 2018
- [j7]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): 608-624 (2018) - [c3]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: 1406-1415 - [c2]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: 3330-3340 - [c1]Vinod Nair, Dj Dvijotham, Iain Dunning, Oriol Vinyals:
Learning Fast Optimizers for Contextual Stochastic Integer Programs. UAI 2018: 591-600 - [i8]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 abs/1802.01561 (2018) - [i7]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 abs/1803.08884 (2018) - [i6]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 abs/1807.01281 (2018) - [i5]Jakob N. Foerster, H. Francis Song, Edward Hughes, Neil Burch, Iain Dunning, Shimon Whiteson, Matthew M. Botvinick, Michael Bowling:
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning. CoRR abs/1811.01458 (2018) - [i4]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 abs/1812.07019 (2018) - 2017
- [j6]Juan Pablo Vielma, Iain Dunning, Joey Huchette, Miles Lubin:
Extended formulations in mixed integer conic quadratic programming. Math. Program. Comput. 9(3): 369-418 (2017) - [j5]Iain Dunning, Joey Huchette, Miles Lubin:
JuMP: A Modeling Language for Mathematical Optimization. SIAM Rev. 59(2): 295-320 (2017) - [i3]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 abs/1711.09846 (2017) - 2016
- [j4]Dimitris Bertsimas, Iain Dunning, Miles Lubin:
Reformulation versus cutting-planes for robust optimization. Comput. Manag. Sci. 13(2): 195-217 (2016) - [j3]Dimitris Bertsimas, Iain Dunning:
Multistage Robust Mixed-Integer Optimization with Adaptive Partitions. Oper. Res. 64(4): 980-998 (2016) - 2015
- [j2]Miles Lubin, Iain Dunning:
Computing in Operations Research Using Julia. INFORMS J. Comput. 27(2): 238-248 (2015) - [j1]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): 169-179 (2015) - [i2]Iain Dunning, Joey Huchette, Miles Lubin:
JuMP: A Modeling Language for Mathematical Optimization. CoRR abs/1508.01982 (2015) - 2013
- [i1]Miles Lubin, Iain Dunning:
Computing in Operations Research using Julia. CoRR abs/1312.1431 (2013)
Coauthor Index
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