Learning Domain-Independent Heuristics for Grounded and Lifted Planning DZ Chen, S Thiébaux, F Trevizan AAAI, 2024 | 24* | 2024 |
-WL: A New Hierarchy of Expressivity for Graph Neural Networks Q Wang, DZ Chen, A Wijesinghe, S Li, M Farhan ICLR, 2023 | 16 | 2023 |
Return to Tradition: Learning Reliable Heuristics with Classical Machine Learning DZ Chen, F Trevizan, S Thiébaux ICAPS, 2024 | 11* | 2024 |
Fully Observable Nondeterministic HTN — Planning Formalisation and Complexity Results D Chen, P Bercher ICAPS, 2021 | 11 | 2021 |
Heuristic Search for Multi-Objective Probabilistic Planning DZ Chen, F Trevizan, S Thiébaux AAAI, 2023 | 7 | 2023 |
Flexible FOND HTN Planning: A Complexity Analysis DZ Chen, P Bercher ICAPS, 2022 | 4 | 2022 |
Graph Learning for Numeric Planning DZ Chen, S Thiébaux NeurIPS, 2024 | 3 | 2024 |
Novelty Heuristics, Multi-Queue Search, and Portfolios for Numeric Planning DZ Chen, S Thiébaux SOCS, 2024 | 3 | 2024 |