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..
Negotiation Strategies for Agents with Ordinal Preferences
Authors: Sefi Erlich, Noam Hazon, Sarit Kraus
IJCAI 2018 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | We provide elegant strategies that specify a Sub-game Perfect Equilibrium (SPE) for the parties. Specifically, our strategies are easy to implement, and we improve the previous result of [Anbarci, 2006] and ο¬nd a SPE strategy in linear time instead of quadratic time. We prove by induction on m. |
| Researcher Affiliation | Academia | 1 Department of Computer Science, Ariel University 2 Department of Computer Science, Bar-Ilan University |
| Pseudocode | No | The paper describes strategies in prose (Strategy 1, Strategy 2, Strategy 3) but does not include structured pseudocode or algorithm blocks. |
| Open Source Code | No | No statement or link providing concrete access to source code for the methodology is found. |
| Open Datasets | No | The paper is theoretical and does not use or evaluate on any dataset, thus no information about public dataset access is provided. |
| Dataset Splits | No | The paper is theoretical and does not involve empirical experiments with data splits. |
| Hardware Specification | No | The paper is theoretical and does not report on experiments requiring specific hardware specifications. |
| Software Dependencies | No | The paper is theoretical and does not describe software implementations with specific version numbers. |
| Experiment Setup | No | The paper is theoretical and does not describe any experimental setup details or hyperparameters. |