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ORCIDMargarita P. Castro
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2020 – today
- 2023
[j8]Rodrigo Toro Icarte
, Toryn Q. Klassen, Richard Valenzano, Margarita P. Castro, Ethan Waldie, Sheila A. McIlraith:
Learning reward machines: A study in partially observable reinforcement learning. Artif. Intell. 323: 103989 (2023)- [j7]Margarita P. Castro:
Optimization methods based on decision diagrams for constraint programming, AI planning, and mathematical programming. Constraints An Int. J. 28(3): 511-512 (2023) - 2022
- [j6]Margarita P. Castro, André Augusto Ciré, J. Christopher Beck:
Decision Diagrams for Discrete Optimization: A Survey of Recent Advances. INFORMS J. Comput. 34(4): 2271-2295 (2022) - [j5]Ryo Kuroiwa, Alexander Shleyfman, Chiara Piacentini, Margarita P. Castro, J. Christopher Beck:
The LM-Cut Heuristic Family for Optimal Numeric Planning with Simple Conditions. J. Artif. Intell. Res. 75: 1477-1548 (2022) - [j4]Margarita P. Castro, André Augusto Ciré, J. Christopher Beck:
A combinatorial cut-and-lift procedure with an application to 0-1 second-order conic programming. Math. Program. 196(1): 115-171 (2022) - 2021
- [c7]Ryo Kuroiwa, Alexander Shleyfman, Chiara Piacentini, Margarita P. Castro, J. Christopher Beck:
LM-cut and Operator Counting Heuristics for Optimal Numeric Planning with Simple Conditions. ICAPS 2021: 210-218 - [i1]Rodrigo Toro Icarte, Ethan Waldie, Toryn Q. Klassen, Richard Anthony Valenzano, Margarita P. Castro, Sheila A. McIlraith:
Learning Reward Machines: A Study in Partially Observable Reinforcement Learning. CoRR abs/2112.09477 (2021) - 2020
- [j3]Margarita P. Castro, André Augusto Ciré, J. Christopher Beck:
An MDD-Based Lagrangian Approach to the Multicommodity Pickup-and-Delivery TSP. INFORMS J. Comput. 32(2): 263-278 (2020) - [j2]Margarita P. Castro, Chiara Piacentini, André Augusto Ciré, J. Christopher Beck:
Solving Delete Free Planning with Relaxed Decision Diagram Based Heuristics. J. Artif. Intell. Res. 67: 607-651 (2020) - [c6]Margarita P. Castro, Meinolf Sellmann, Zhaoyuan Yang, Nurali Virani:
Empirical Confidence Models for Supervised Machine Learning. Canadian AI 2020: 105-117
2010 – 2019
- 2019
- [c5]Margarita P. Castro, Chiara Piacentini, André A. Ciré, J. Christopher Beck:
Relaxed BDDs: An Admissible Heuristic for Delete-Free Planning Based on a Discrete Relaxation. ICAPS 2019: 77-85 - [c4]Rodrigo Toro Icarte, León Illanes, Margarita P. Castro, André A. Ciré, Sheila A. McIlraith, J. Christopher Beck:
Training Binarized Neural Networks Using MIP and CP. CP 2019: 401-417 - [c3]Rodrigo Toro Icarte, Ethan Waldie, Toryn Q. Klassen, Richard Anthony Valenzano, Margarita P. Castro, Sheila A. McIlraith:
Learning Reward Machines for Partially Observable Reinforcement Learning. NeurIPS 2019: 15497-15508 - 2018
- [j1]Michael Morin, Margarita P. Castro, Kyle E. C. Booth, Tony T. Tran, Chang Liu, J. Christopher Beck:
Intruder alert! Optimization models for solving the mobile robot graph-clear problem. Constraints An Int. J. 23(3): 335-354 (2018) - [c2]Chiara Piacentini, Margarita P. Castro, André Augusto Ciré, J. Christopher Beck:
Linear and Integer Programming-Based Heuristics for Cost-Optimal Numeric Planning. AAAI 2018: 6254-6261 - [c1]Chiara Piacentini, Margarita P. Castro, André Augusto Ciré, J. Christopher Beck:
Compiling Optimal Numeric Planning to Mixed Integer Linear Programming. ICAPS 2018: 383-387
Coauthor Index
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