Some Fixed Parameter Tractability Results for Planning with Non-Acyclic Domain-Transition Graphs

Authors: Christer Bäckström

AAAI 2015 | Conference PDF | Archive PDF | Plain Text | LLM Run Details

Reproducibility Variable Result LLM Response
Research Type Theoretical We prove that planning when the causal graph is a polytree and all DTGs are cycle-DAGs is fpt in parameters c, d, k and pmax. and We will not go further into this since we primarily prove tractability results in this paper.
Researcher Affiliation Academia Christer B ackstr om Link oping University, SE-58183 Link oping, Sweden. Email: christer.backstrom@liu.se
Pseudocode Yes Figure 1: Find maximal matching signature. and Figure 2: Signature preprocessing for arbitrary CG.
Open Source Code No The paper does not provide concrete access to source code for the methodology described.
Open Datasets No This is a theoretical paper and does not involve datasets or empirical experiments.
Dataset Splits No This is a theoretical paper and does not involve datasets or empirical experiments, therefore, no training/test/validation splits are discussed.
Hardware Specification No As this is a theoretical paper with no empirical experiments, no hardware specifications are provided.
Software Dependencies No The paper is theoretical and describes algorithms conceptually, thus it does not list specific software dependencies with version numbers.
Experiment Setup No As this is a theoretical paper with no empirical experiments, no experimental setup details or hyperparameters are provided.