% Key papers for Classical and HTN planning (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2017_non_103359, title = {{Non-Deterministic Planning with Temporally Extended Goals: LTL over Finite and Infinite Traces}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2017}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11058}, } @inproceedings{aaai2020_hddl_103260, title = {{HDDL: An Extension to PDDL for Expressing Hierarchical Planning Problems}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6542}, } @inproceedings{aaai2018_an_100340, title = {{An AI Planning Solution to Scenario Generation for Enterprise Risk Management}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11304}, } @inproceedings{aaai2018_totsat_106062, title = {{totSAT - Totally-Ordered Hierarchical Planning Through SAT}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/12083}, } @inproceedings{icml2020_retro_38701, title = {{Retro*: Learning Retrosynthetic Planning with Neural Guided A* Search}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2020}, url = {https://icml.cc/virtual/2020/poster/6732}, } @inproceedings{aaai2019_learning_101320, title = {{Learning Features and Abstract Actions for Computing Generalized Plans}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4120}, } @inproceedings{aaai2020_a_103252, title = {{A New Approach to Plan-Space Explanation: Analyzing Plan-Property Dependencies in Oversubscription Planning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6534}, } @inproceedings{aaai2020_modular_103399, title = {{Modular Robot Design Synthesis with Deep Reinforcement Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6611}, } @inproceedings{aaai2019_bringing_103219, title = {{Bringing Order to Chaos – A Compact Representation of Partial Order in SAT-Based HTN Planning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4743}, } @inproceedings{aaai2018_stackelberg_106069, title = {{Stackelberg Planning: Towards Effective Leader-Follower State Space Search}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/12090}, } @inproceedings{aaai2019_generalized_103230, title = {{Generalized Planning via Abstraction: Arbitrary Numbers of Objects}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4754}, } @inproceedings{aaai2020_reshaping_103261, title = {{Reshaping Diverse Planning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6543}, } @inproceedings{aaai2020_symbolic_103270, title = {{Symbolic Top-k Planning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6552}, } @inproceedings{aaai2020_top_103262, title = {{Top-Quality Planning: Finding Practically Useful Sets of Best Plans}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6544}, } @inproceedings{aaai2020_on_103247, title = {{On Succinct Groundings of HTN Planning Problems}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6529}, } @inproceedings{aaai2019_learning_103229, title = {{Learning How to Ground a Plan – Partial Grounding in Classical Planning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4753}, } @inproceedings{aaai2019_deep_103243, title = {{Deep Learning for Cost-Optimal Planning: Task-Dependent Planner Selection}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2019}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/4767}, } @inproceedings{aaai2021_bt_181, title = {{BT Expansion: a Sound and Complete Algorithm for Behavior Planning of Intelligent Robots with Behavior Trees}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2021}, url = {https://aaai.org/papers/06058-bt-expansion-a-sound-and-complete-algorithm-for-behavior-planning-of-intelligent-robots-with-behavior-trees/}, } @inproceedings{aaai2023_transpath_4870, title = {{TransPath: Learning Heuristics for Grid-Based Pathfinding via Transformers}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2023}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/26465}, } @inproceedings{aaai2018_avoiding_101110, title = {{Avoiding Dead Ends in Real-Time Heuristic Search}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11533}, } @inproceedings{aaai2024_abstract_5107, title = {{Abstract Action Scheduling for Optimal Temporal Planning via OMT}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30002}, } @inproceedings{aaai2024_simplifying_7347, title = {{Simplifying Complex Observation Models in Continuous POMDP Planning with Probabilistic Guarantees and Practice}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29997}, } @inproceedings{aaai2024_symbolic_7454, title = {{Symbolic Numeric Planning with Patterns}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29985}, } @inproceedings{aaai2024_an_5175, title = {{An Effective Polynomial Technique for Compiling Conditional Effects Away}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29989}, } @inproceedings{iclr2024_retro_34826, title = {{Retro-fallback: retrosynthetic planning in an uncertain world}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18248}, } @inproceedings{aaai2024_learning_6475, title = {{Learning Planning Domains from Non-redundant Fully-Observed Traces: Theoretical Foundations and Complexity Analysis}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29980}, } @inproceedings{neurips2024_double_71678, title = {{Double-Ended Synthesis Planning with Goal-Constrained Bidirectional Search}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95604}, } @inproceedings{aaai2024_dealing_5607, title = {{Dealing with Numeric and Metric Time Constraints in PDDL3 via Compilation to Numeric Planning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29981}, } @inproceedings{aaai2024_efficient_5805, title = {{Efficient Constraint Generation for Stochastic Shortest Path Problems}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30005}, } @inproceedings{aaai2024_on_6831, title = {{On the Computational Complexity of Plan Verification, (Bounded) Plan-Optimality Verification, and Bounded Plan Existence}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30000}, } @inproceedings{aaai2026_mesha_108652, title = {{MeshA*: Efficient Path Planning with Motion Primitives}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/41004}, } @inproceedings{aaai2024_optimizing_6879, title = {{Optimizing the Optimization of Planning Domains by Automatic Action Schema Splitting}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29988}, } @inproceedings{aaai2025_an_8102, title = {{An Automatic Sound and Complete Abstraction Method for Generalized Planning with Baggable Types}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33631}, } @inproceedings{aaai2025_pdbs_10238, title = {{PDBs Go Numeric: Pattern-Database Heuristics for Simple Numeric Planning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34851}, } @inproceedings{iclr2025_system_84168, title = {{System 1.x: Learning to Balance Fast and Slow Planning with Language Models}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/27660}, } @inproceedings{aaai2024_learning_6482, title = {{Learning Safe Action Models with Partial Observability}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29995}, } @inproceedings{aaai2024_novelty_6798, title = {{Novelty vs. Potential Heuristics: A Comparison of Hardness Measures for Satisficing Planning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30056}, } @inproceedings{aaai2024_symbolic_7455, title = {{Symbolic Reasoning Methods for AI Planning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30277}, } @inproceedings{aaai2024_when_7814, title = {{When CEGAR Meets Regression: A Love Story in Optimal Classical Planning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30004}, } @inproceedings{aaai2025_automatic_8197, title = {{Automatic Selection of Macro-Events for Heuristic-Search Temporal Planning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/34859}, }