Andrew Perrault

发表

Game Theory on the Ground: The Effect of Increased Patrols on Deterring Poachers pdf

Milind Tambe, Margaret Driciru, Fred Wanyama, 2020, ArXiv.

Strategy-Proofness in the Stable Matching Problem with Couples

Fahiem Bacchus, Joanna Drummond, Andrew Perrault, 2016, AAMAS.

Robust Spatial-Temporal Incident Prediction

Milind Tambe, Kai Wang, Andrew Perrault, 2020, UAI.

Approximately Stable Pricing for Coordinated Purchasing of Electricity

Craig Boutilier, Andrew Perrault, Craig Boutilier, 2015, IJCAI.

Automatically Learning Compact Quality-aware Surrogates for Optimization Problems pdf

Milind Tambe, Kai Wang, Bryan Wilder, 2020, NeurIPS.

Multiple-Profile Prediction-of-Use Games

Craig Boutilier, Andrew Perrault, Craig Boutilier, 2017, AAMAS.

SAT Is an Effective and Complete Method for Solving Stable Matching Problems with Couples

Fahiem Bacchus, Joanna Drummond, Andrew Perrault, 2015, IJCAI.

Who and When to Screen: Multi-Round Active Screening for Network Recurrent Infectious Diseases Under Uncertainty

Milind Tambe, Arunesh Sinha, Han-Ching Ou, 2020, AAMAS.

Experiential Preference Elicitation for Autonomous Heating and Cooling Systems

Craig Boutilier, Andrew Perrault, 2019, AAMAS.

Efficient coordinated power distribution on private infrastructure

Craig Boutilier, Andrew Perrault, Craig Boutilier, 2014, AAMAS.

Scalable Game-Focused Learning of Adversary Models: Data-to-Decisions in Network Security Games

Milind Tambe, Kai Wang, Andrew Perrault, 2020, AAMAS.

Dual-Mandate Patrols: Multi-Armed Bandits for Green Security pdf

Milind Tambe, Kai Wang, Elizabeth Bondi, 2020, AAAI.

Multiple-Profile Prediction-of-Use Games

Craig Boutilier, Andrew Perrault, Craig Boutilier, 2017, AAMAS.

Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning pdf

Milind Tambe, Pradeep Varakantham, Arunesh Sinha, 2020, AAAI.

Collapsing Bandits and Their Application to Public Health Interventions pdf

Milind Tambe, Haifeng Xu, Andrew Perrault, 2020, NeurIPS.

Decision-Focused Learning of Adversary Behavior in Security Games pdf

Milind Tambe, Bistra N. Dilkina, Bryan Wilder, 2019, ArXiv.

Who and When to Screen: Multi-Round Active Screening for Recurrent Infectious Diseases Under Uncertainty pdf

Milind Tambe, Arunesh Sinha, Han-Ching Ou, 2019, ArXiv.

AI for Social Impact: Learning and Planning in the Data-to-Deployment Pipeline pdf

Milind Tambe, Arunesh Sinha, Fei Fang, 2020, ArXiv.

Exploring Strategy-Proofness, Uniqueness, and Pareto Optimality for the Stable Matching Problem with Couples pdf

Fahiem Bacchus, Joanna Drummond, Andrew Perrault, 2015, ArXiv.

End-to-End Game-Focused Learning of Adversary Behavior in Security Games

Milind Tambe, Bryan Wilder, Andrew Perrault, 2020, AAAI.

Polynomial Time Construction for Spatially Balanced Latin Squares

Ronan Le Bras, Carla P. Gomes, Andrew Perrault, 2012 .

Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning pdf

Finale Doshi-Velez, Milind Tambe, Andrew Perrault, 2021, ArXiv.

Risk-Aware Interventions in Public Health: Planning with Restless Multi-Armed Bandits

Andrew Perrault, Aditya Mate, A. Perrault, 2021, AAMAS.

Coordinating Followers to Reach Better Equilibria: End-to-End Gradient Descent for Stackelberg Games pdf

Milind Tambe, Michael K. Reiter, Lily Xu, 2021, AAAI.

Training Transition Policies via Distribution Matching for Complex Tasks pdf

Andrew Perrault, Ju-Seung Byun, 2021, ArXiv.

Robust Reinforcement Learning Under Minimax Regret for Green Security

Fei Fang, Milind Tambe, Andrew Perrault, 2021, UAI.

Beyond "To Act or Not to Act": Fast Lagrangian Approaches to General Multi-Action Restless Bandits

Milind Tambe, Andrew Perrault, Jackson A. Killian, 2021, AAMAS.

Modeling between-population variation in COVID-19 dynamics in Hubei, Lombardy, and New York City

Shahin Jabbari, Bryan Wilder, Han-Ching Ou, 2020, Proceedings of the National Academy of Sciences.