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..
Strategic Behaviour When Allocating Indivisible Goods
Authors: Toby Walsh
AAAI 2016 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | We survey some recent research regarding strategic behaviour in resource allocation problems, focusing on the fair division of indivisible goods. We consider a number of computational questions like how a single strategic agent misreports their preferences to ensure a particular outcome, and how agents compute a Nash equilibrium when they all act strategically. We also identify a number of future directions like dealing with non-additive utilities, and partial or probabilistic information about the preferences of other agents. |
| Researcher Affiliation | Collaboration | Toby Walsh UNSW and Data61 (formerly NICTA) Sydney, Australia EMAIL |
| Pseudocode | No | The paper discusses various algorithms and their complexities but does not include any structured pseudocode or algorithm blocks. |
| Open Source Code | No | This is a survey paper and does not propose a new methodology; therefore, it does not provide access to open-source code for its own work. |
| Open Datasets | No | This is a survey paper and does not conduct empirical studies with datasets; therefore, it does not describe a training dataset. |
| Dataset Splits | No | This is a survey paper and does not conduct empirical studies; therefore, it does not describe validation dataset splits. |
| Hardware Specification | No | This is a survey paper and does not conduct original experiments; therefore, it does not specify hardware used. |
| Software Dependencies | No | This is a survey paper and does not conduct original experiments; therefore, it does not specify software dependencies. |
| Experiment Setup | No | This is a survey paper and does not conduct original experiments; therefore, it does not provide details on experimental setup. |