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..
Pessimistic Leader-Follower Equilibria with Multiple Followers
Authors: Stefano Coniglio, Nicola Gatti, Alberto Marchesi
IJCAI 2017 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Experimental | Preliminary results (omitted for reasons of space) on three-player GAMUT instances [Nudelman et al., 2004] show that, with our branch-and-bound algorithm, we can solve games with up to 30 actions within 1000 seconds. |
| Researcher Affiliation | Academia | Stefano Coniglio University of Southampton University Road, SO17 1BJ Southampton, United Kingdom EMAIL Nicola Gatti and Alberto Marchesi Politecnico di Milano Piazza Leonardo da Vinci, 32 Milano, Italy EMAIL |
| Pseudocode | No | The paper describes algorithms but does not provide them in a structured pseudocode block or algorithm environment. |
| Open Source Code | No | The paper does not provide any explicit statements or links indicating that source code for the described methodology is available. |
| Open Datasets | Yes | Preliminary results (omitted for reasons of space) on three-player GAMUT instances [Nudelman et al., 2004] show that, with our branch-and-bound algorithm, we can solve games with up to 30 actions within 1000 seconds. |
| Dataset Splits | No | The paper does not specify exact dataset split percentages, sample counts, or refer to predefined splits for training, validation, or test sets. |
| Hardware Specification | No | The paper does not provide specific details about the hardware used to run the experiments. |
| Software Dependencies | No | The paper does not list specific software dependencies with version numbers. |
| Experiment Setup | No | The paper mentions solving games 'within 1000 seconds' but does not provide specific hyperparameters, training configurations, or system-level settings. |