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Andrew Perrault
Andrew Perrault
Assistant Professor, Dept. of Computer Science and Engineering
Verified email at osu.edu - Homepage
Title
Cited by
Cited by
Year
Modeling between-population variation in COVID-19 dynamics in Hubei, Lombardy, and New York City
B Wilder, M Charpignon, JA Killian, HC Ou, A Mate, S Jabbari, A Perrault, ...
Proceedings of the National Academy of Sciences 117 (41), 25904-25910, 2020
742020
Collapsing bandits and their application to public health intervention
A Mate, J Killian, H Xu, A Perrault, M Tambe
Advances in Neural Information Processing Systems 33, 15639-15650, 2020
612020
The role of age distribution and family structure on COVID-19 dynamics: A preliminary modeling assessment for hubei and lombardy
B Wilder, M Charpignon, JA Killian, HC Ou, A Mate, S Jabbari, A Perrault, ...
Available at SSRN 3564800, 2020
452020
SAT is an effective and complete method for solving stable matching problems with couples
J Drummond, A Perrault, F Bacchus
Twenty-Fourth International Joint Conference on Artificial Intelligence, 2015
382015
End-to-end game-focused learning of adversary behavior in security games
A Perrault, B Wilder, E Ewing, A Mate, B Dilkina, M Tambe
Proceedings of the AAAI Conference on Artificial Intelligence 34 (02), 1378-1386, 2020
35*2020
Risk-Aware Interventions in Public Health: Planning with Restless Multi-Armed Bandits.
A Mate, A Perrault, M Tambe
AAMAS, 880-888, 2021
292021
Dual-mandate patrols: Multi-armed bandits for green security
L Xu, E Bondi, F Fang, A Perrault, K Wang, M Tambe
Proceedings of the AAAI Conference on Artificial Intelligence 35 (17), 14974 …, 2021
282021
Automatically learning compact quality-aware surrogates for optimization problems
K Wang, B Wilder, A Perrault, M Tambe
Advances in Neural Information Processing Systems 33, 9586-9596, 2020
272020
Beyond" to act or not to act": Fast lagrangian approaches to general multi-action restless bandits
JA Killian, A Perrault, M Tambe
Proceedings of the 20th International Conference on Autonomous Agents and …, 2021
232021
Coordinating followers to reach better equilibria: End-to-end gradient descent for stackelberg games
K Wang, L Xu, A Perrault, MK Reiter, M Tambe
Proceedings of the AAAI Conference on Artificial Intelligence 36 (5), 5219-5227, 2022
222022
Robust reinforcement learning under minimax regret for green security
L Xu, A Perrault, F Fang, H Chen, M Tambe
Uncertainty in Artificial Intelligence, 257-267, 2021
212021
Learning mdps from features: Predict-then-optimize for sequential decision making by reinforcement learning
K Wang, S Shah, H Chen, A Perrault, F Doshi-Velez, M Tambe
Advances in Neural Information Processing Systems 34, 8795-8806, 2021
172021
Decision-focused learning without decision-making: Learning locally optimized decision losses
S Shah, K Wang, B Wilder, A Perrault, M Tambe
Advances in Neural Information Processing Systems 35, 1320-1332, 2022
152022
Scalable Game-Focused Learning of Adversary Models: Data-to-Decisions in Network Security Games.
K Wang, A Perrault, A Mate, M Tambe
AAMAS, 1449-1457, 2020
152020
Solving online threat screening games using constrained action space reinforcement learning
S Sanket, A Sinha, P Varakantham, P Andrew, M Tambe
Proceedings of the AAAI Conference on Artificial Intelligence 34 (02), 2226-2235, 2020
152020
Artificial intelligence for social impact: Learning and planning in the data-to-deployment pipeline
A Perrault, F Fang, A Sinha, M Tambe
AI Magazine 41 (4), 3-16, 2020
142020
Designing efficient contact tracing through risk-based quarantining
A Perrault, M Charpignon, J Gruber, M Tambe, M Majumder
National Bureau of Economic Research, 2020
102020
Evaluating COVID-19 lockdown and business-sector-specific reopening policies for three US states
JA Killian, M Charpignon, B Wilder, A Perrault, M Tambe, MS Majumder
Available at SSRN 3598744, 2020
10*2020
Who and when to screen: Multi-round active screening for network recurrent infectious diseases under uncertainty
HC Ou, A Sinha, SC Suen, A Perrault, A Raval, M Tambe
ACM, 2020
102020
Strategy-proofness in the stable matching problem with couples
A Perrault, J Drummond, F Bacchus
Proceedings of the 2016 International Conference on Autonomous Agents …, 2016
102016
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Articles 1–20