Notice: This website is continuously updated as new conference proceedings and journal volumes are published. Consequently, the figures presented here may differ from those reported in our publications.
A brief overview of our methodology is provided on the Methods page, along with references to publications documenting our approach and links to the code and data used in each study.
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.
Budget-Constrained Dynamics in Multiagent Systems
Authors: Rui Cao, Pavel Naumov
IJCAI 2017 | Venue PDF | LLM Run Details | Input Tokens: 15,479 Total number of tokens sent to the LLM as input for this paper's analysis. | Output Tokens: 2,718 Total number of tokens produced by the LLM (including reasoning/thinking tokens) for this paper's analysis.
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | The main technical result is a sound and complete logical system that describes all universal properties of this modality. |
| Researcher Affiliation | Academia | Rui Cao Illinois Wesleyan University Bloomington, Illinois, USA EMAIL Pavel Naumov Vassar College Poughkeepsie, New York, USA EMAIL |
| Pseudocode | No | The paper does not contain any pseudocode or algorithm blocks. It focuses on theoretical logic, definitions, and proofs. |
| Open Source Code | No | The paper does not mention any open-source code release. It is a theoretical paper presenting a logical system. |
| Open Datasets | No | This paper is theoretical and does not involve empirical training on datasets. Hence, there is no mention of publicly available datasets for training. |
| Dataset Splits | No | No experiments are conducted in this paper, so there are no training/test/validation dataset splits mentioned. |
| Hardware Specification | No | No experiments were conducted, thus no hardware specifications are mentioned. |
| Software Dependencies | No | The paper is theoretical and focuses on a logical system; it does not describe any software implementation or dependencies. |
| Experiment Setup | No | No experiments were conducted, thus no experimental setup details are provided. |