| 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 | 71 | 2020 |
| Generalized Planning via Abstraction: Arbitrary Numbers of Objects L Illanes, SA McIlraith Thirty-Third AAAI Conference on Artificial Intelligence, 7610-7618, 2019 | 21 | 2019 |
| 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 | 19 | 2019 |
| Numeric Planning via Abstraction and Policy Guided Search L Illanes, SA McIlraith Twenty-Sixth International Joint Conference on Artificial Intelligence, 4338 …, 2017 | 14 | 2017 |
| 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 | 11 | 2019 |
| 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 | 7 | 2014 |
| Numeric Planning via Search Space Abstraction L Illanes, SA McIlraith Workshop on Knowledge-based Techniques for Problem Solving and Reasoning, 2016 | 6 | 2016 |
| 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 | 6 | 2013 |
| 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 | 4 | 2014 |
| 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 | 3 | 2019 |
| 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 | | |
Sheila McIlraithProfessor of Computer Science, University of TorontoVerified email at cs.toronto.edu
