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 [1].
Strategic Network Formation through an Intermediary
Authors: Elliot Anshelevich, Onkar Bhardwaj, Koushik Kar
IJCAI 2015 | Venue PDF | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | We investigate the existence and worstcase ef๏ฌciency (price of anarchy) of stable solutions in these settings, and especially when the intermediary uses common pricing schemes like proportional pricing or marginal cost pricing. For both these pricing schemes we prove existence of stable solutions and completely characterize their structure, as well as generalize these results to a large class of pricing schemes. Our main results are on bounding the price of anarchy in such settings... |
| Researcher Affiliation | Academia | Elliot Anshelevich and Onkar Bhardwaj and Koushik Kar Rensselaer Polytechnic Institute 110 8th Street, Troy NY 12180 EMAIL, EMAIL, EMAIL |
| Pseudocode | No | The paper describes theoretical models and proofs but does not include any structured pseudocode or algorithm blocks. |
| Open Source Code | No | The paper does not provide any concrete access information (e.g., repository link, explicit statement of code release) for the methodology described. |
| Open Datasets | No | The paper is theoretical and does not describe any experiments that would use a dataset for training. |
| Dataset Splits | No | The paper is theoretical and does not describe any experiments that would use dataset splits for validation. |
| Hardware Specification | No | The paper is theoretical and does not describe experiments that would require specific hardware specifications. |
| Software Dependencies | No | The paper is theoretical and does not describe experiments, therefore no software dependencies with version numbers are listed. |
| Experiment Setup | No | The paper is theoretical and does not describe any experiments or their setup details, such as hyperparameters or training configurations. |