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..
A Planning-Based Assistance System for Setting Up a Home Theater
Authors: Pascal Bercher, Felix Richter, Thilo Hörnle, Thomas Geier, Daniel Höller, Gregor Behnke, Florian Nothdurft, Frank Honold, Wolfgang Minker, Michael Weber, Susanne Biundo
AAAI 2015 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | We have done an empirical evaluation of our system with test subjects. |
| Researcher Affiliation | Academia | Faculty of Engineering and Computer Science Ulm University, Germany email: EMAIL |
| Pseudocode | No | The paper does not contain structured pseudocode or algorithm blocks. |
| Open Source Code | No | The paper mentions that 'The domain model can be downloaded from the Si GAPS website http://users.cecs.anu.edu.au/ patrik/sigaps/' but this refers to a domain model, not the open source code for the system described in the paper. |
| Open Datasets | No | The paper mentions 'an empirical evaluation of our system with test subjects' but does not provide concrete access information for a publicly available or open dataset used in this evaluation. |
| Dataset Splits | No | The paper does not provide specific dataset split information. |
| Hardware Specification | No | The paper does not provide specific hardware details used for running its experiments. |
| Software Dependencies | No | The paper mentions 'off-the-shelf software' for speech input but does not provide specific ancillary software details with version numbers. |
| Experiment Setup | No | The paper does not contain specific experimental setup details in the main text. |