Andrew Perrault

Latest

• Leaving the Nest: Going Beyond Local Loss Functions for Predict-Then-Optimize
• Decision-Focused Learning without Decision-Making: Learning Locally Optimized Decision Losses
• Learning MDPs from Features: Predict-Then-Optimize for Sequential Decision Problems by Reinforcement Learning
• Solving Online Threat Screening Games using Constrained Action Space Reinforcement Learning