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León Illanes
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Symbolic Plans as High-Level Instructions for Reinforcement Learning
L Illanes, X Yan, R Toro Icarte, SA McIlraith
The 30th International Conference on Automated Planning and Scheduling, 2020
1142020
Generalized Planning via Abstraction: Arbitrary Numbers of Objects
L Illanes, SA McIlraith
Thirty-Third AAAI Conference on Artificial Intelligence, 7610-7618, 2019
372019
Training Binarized Neural Networks using MIP and CP
R Toro Icarte, L Illanes, MP Castro, AA Cire, SA McIlraith, JC Beck
The International Conference on Principles and Practice of Constraint …, 2019
282019
Numeric Planning via Abstraction and Policy Guided Search
L Illanes, SA McIlraith
Twenty-Sixth International Joint Conference on Artificial Intelligence, 4338 …, 2017
182017
Symbolic Planning and Model-Free Reinforcement Learning: Training Taskable Agents
L Illanes, X Yan, R Toro Icarte, SA McIlraith
4th Multidisciplinary Conference on Reinforcement Learning and Decision Making, 2019
132019
Reconnection with the Ideal Tree: A New Approach to Real-Time Search
N Rivera, L Illanes, JA Baier, C Hernández
Journal of Artificial Intelligence Research 50, 235-264, 2014
82014
Numeric Planning via Search Space Abstraction
L Illanes, SA McIlraith
Workshop on Knowledge-based Techniques for Problem Solving and Reasoning, 2016
62016
Numeric Planning via Search Space Abstraction (Extended Abstract)
L Illanes, SA McIlraith
Ninth Annual Symposium on Combinatorial Search, 133-134, 2016
6*2016
Reconnecting with the Ideal Tree: An Alternative to Heuristic Learning in Real-Time Search
N Rivera, L Illanes, JA Baier, C Hernández
Sixth Annual Symposium on Combinatorial Search, 158-166, 2013
62013
Leveraging Symbolic Planning Models in Hierarchical Reinforcement Learning
L Illanes, X Yan, R Toro Icarte, SA McIlraith
Knowledge Representation & Reasoning Meets Machine Learning Workshop @ NeurIPS, 2019
32019
Real-time Pathfinding in Unknown Terrain via Reconnection with an Ideal Tree
N Rivera, L Illanes, JA Baier
Ibero-American Conference on Artificial Intelligence, 69-80, 2014
32014
Generalization in Planning
L Illanes
University of Toronto, 2022
2022
Reconnection with the Ideal Tree: A New Approach to Real-Time Search
L Illanes
Pontificia Universidad Católica de Chile, 2014
2014
Symbolic Plans as High-Level Instructions for Reinforcement Learning (Abridged)
L Illanes, X Yan, RT Icarte, SA McIlraith
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