Relative Robust and Adaptive Optimization.
INFORMS J. Comput., 2020
The Hanabi challenge: A new frontier for AI research.
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Artif. Intell., 2020
Bayesian Action Decoder for Deep Multi-Agent Reinforcement Learning.
Proceedings of the 36th International Conference on Machine Learning, 2019
Malthusian Reinforcement Learning.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019
What Works Best When? A Systematic Evaluation of Heuristics for Max-Cut and QUBO.
INFORMS J. Comput., 2018
Human-level performance in first-person multiplayer games with population-based deep reinforcement learning.
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CoRR, 2018
Inequity aversion resolves intertemporal social dilemmas.
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CoRR, 2018
Learning Fast Optimizers for Contextual Stochastic Integer Programs.
Proceedings of the Thirty-Fourth Conference on Uncertainty in Artificial Intelligence, 2018
Inequity aversion improves cooperation in intertemporal social dilemmas.
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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.
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Proceedings of the 35th International Conference on Machine Learning, 2018
JuMP: A Modeling Language for Mathematical Optimization.
SIAM Rev., 2017
Extended formulations in mixed integer conic quadratic programming.
Math. Program. Comput., 2017
Multistage Robust Mixed-Integer Optimization with Adaptive Partitions.
Oper. Res., 2016
Reformulation versus cutting-planes for robust optimization.
Comput. Manag. Sci., 2016
A Course on Advanced Software Tools for Operations Research and Analytics.
INFORMS Trans. Educ., 2015
Computing in Operations Research Using Julia.
INFORMS J. Comput., 2015