Linear and Integer Programming-Based Heuristics for Cost-Optimal Numeric Planning. - Chiara Piacentini; Margarita P. Castro; André Augusto Ciré; J. Christopher Beck (AAAI, 2018)

Compiling Optimal Numeric Planning to Mixed Integer Linear Programming. - Chiara Piacentini; Margarita P. Castro; André Augusto Ciré; J. Christopher Beck (ICAPS, 2018)

Intruder alert! Optimization models for solving the mobile robot graph-clear problem. - Michael Morin; Margarita P. Castro; Kyle E. C. Booth; Tony T. Tran; Chang Liu 029; J. Christopher Beck (Constraints An Int. J., 2018)

Relaxed BDDs: An Admissible Heuristic for Delete-Free Planning Based on a Discrete Relaxation. - Margarita P. Castro; Chiara Piacentini; André A. Ciré; J. Christopher Beck (ICAPS, 2019)

Training Binarized Neural Networks Using MIP and CP. - Rodrigo Toro Icarte; León Illanes; Margarita P. Castro; André A. Ciré; Sheila A. McIlraith; J. Christopher Beck (CP, 2019)

Learning Reward Machines for Partially Observable Reinforcement Learning. - Rodrigo Toro Icarte; Ethan Waldie; Toryn Q. Klassen; Richard Anthony Valenzano; Margarita P. Castro; Sheila A. McIlraith (NeurIPS, 2019)

Empirical Confidence Models for Supervised Machine Learning. - Margarita P. Castro; Meinolf Sellmann; Zhaoyuan Yang; Nurali Virani (Canadian AI, 2020)

An MDD-Based Lagrangian Approach to the Multicommodity Pickup-and-Delivery TSP. - Margarita P. Castro; André Augusto Ciré; J. Christopher Beck (INFORMS J. Comput., 2020)

Solving Delete Free Planning with Relaxed Decision Diagram Based Heuristics. - Margarita P. Castro; Chiara Piacentini; André Augusto Ciré; J. Christopher Beck (J. Artif. Intell. Res., 2020)

LM-cut and Operator Counting Heuristics for Optimal Numeric Planning with Simple Conditions. - Ryo Kuroiwa 002; Alexander Shleyfman; Chiara Piacentini; Margarita P. Castro; J. Christopher Beck (ICAPS, 2021)

Decision Diagrams for Discrete Optimization: A Survey of Recent Advances. - Margarita P. Castro; André Augusto Ciré; J. Christopher Beck (INFORMS J. Comput., 2022)

The LM-Cut Heuristic Family for Optimal Numeric Planning with Simple Conditions. - Ryo Kuroiwa 002; Alexander Shleyfman; Chiara Piacentini; Margarita P. Castro; J. Christopher Beck (J. Artif. Intell. Res., 2022)

A combinatorial cut-and-lift procedure with an application to 0-1 second-order conic programming. - Margarita P. Castro; André Augusto Ciré; J. Christopher Beck (Math. Program., 2022)

Optimization methods based on decision diagrams for constraint programming, AI planning, and mathematical programming. - Margarita P. Castro (Constraints An Int. J., 2023)

Learning reward machines: A study in partially observable reinforcement learning. - Rodrigo Toro Icarte; Toryn Q. Klassen; Richard Valenzano; Margarita P. Castro; Ethan Waldie; Sheila A. McIlraith (Artif. Intell., 2023)