Notice: The reproducibility variables underlying each score are classified using an automated LLM-based pipeline, validated against a manually labeled dataset. LLM-based classification introduces uncertainty and potential bias; scores should be interpreted as estimates. Full accuracy metrics and methodology are described in Coakley et alK. L. Coakley, T. Snelleman, H. Hoos, and O. E. Gundersen, "The embrace of open science: An analysis of a decade of AI research and 56 800 conference papers," Under Review, 2026..
Decidability and Complexity of Action-Based Temporal Planning over Dense Time
Authors: Nicola Gigante, Andrea Micheli, Angelo Montanari, Enrico Scala9859-9866
AAAI 2020 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | This paper studies the computational complexity of temporal planning, as represented by PDDL 2.1, interpreted over dense time. We prove the problem to be PSPACE-complete when self-overlap is forbidden, whereas, when allowed, it becomes EXPSPACE-complete with ε-separation and undecidable with non-zero separation. |
| Researcher Affiliation | Academia | 1University of Udine, Italy EMAIL 2Fondazione Bruno Kessler, Trento, Italy EMAIL 3University of Brescia, Italy EMAIL |
| Pseudocode | No | The paper does not contain structured pseudocode or algorithm blocks. |
| Open Source Code | No | The paper does not provide any statement or link indicating the release of source code for the methodology described. |
| Open Datasets | No | The paper describes theoretical results and does not use datasets for empirical evaluation. |
| Dataset Splits | No | The paper describes theoretical results and does not report on dataset splits for training, validation, or testing. |
| Hardware Specification | No | The paper describes theoretical results and does not provide hardware specifications for running experiments. |
| Software Dependencies | No | The paper describes theoretical results and does not provide specific software dependencies with version numbers. |
| Experiment Setup | No | The paper describes theoretical results and does not provide details about an experimental setup. |