A Value-based Trust Assessment Model for Multi-agent Systems
Authors: Kinzang Chhogyal, Abhaya Nayak, Aditya Ghose, Hoa K. Dam
IJCAI 2019 | Conference PDF | Archive PDF | Plain Text | LLM Run Details
| Reproducibility Variable | Result | LLM Response |
|---|---|---|
| Research Type | Theoretical | In this paper, based on the premise that the more values two agents share, the more they should trust one another, we propose a simple approach to trust assessment between agents based on values, taking into account if agents trust cautiously or boldly, and if they depend on others in carrying out a task. |
| Researcher Affiliation | Academia | Kinzang Chhogyal1 , Abhaya Nayak1 , Aditya Ghose2 and Hoa K. Dam2 1Macquarie University, Sydney, Australia 2University of Wollongong, Wollongong, Australia |
| Pseudocode | No | The paper provides mathematical definitions and propositions but does not contain structured pseudocode or algorithm blocks. |
| Open Source Code | No | The paper does not provide any statement or link indicating the availability of open-source code for the described methodology. |
| Open Datasets | No | The paper is theoretical and does not describe the use of any datasets for training or evaluation, nor does it provide access information for any dataset. |
| Dataset Splits | No | The paper is theoretical and does not describe any dataset splits for training, validation, or testing. |
| Hardware Specification | No | The paper is theoretical and does not describe any computational experiments or specify any hardware used. |
| Software Dependencies | No | The paper is theoretical and does not mention any software dependencies with version numbers. |
| Experiment Setup | No | The paper is theoretical and does not describe an experimental setup, hyperparameters, or system-level training settings. |