Datasets:
| cff-version: 1.2.0 | |
| message: If you use this dataset, please cite both the dataset and the accompanying paper. | |
| type: dataset | |
| title: 'Persona-Profiled Agent Predictability: dataset for "Personality-Profiled Virtual Agents Are More Predictable: The Constraint-Entropy Tradeoff for Trustworthy Agent Design"' | |
| version: 1.0.0 | |
| date-released: '2026-11-12' | |
| license: CC-BY-4.0 | |
| authors: &id001 | |
| - family-names: Toxtli | |
| given-names: Carlos | |
| affiliation: Clemson University | |
| orcid: https://orcid.org/0000-0002-9430-2661 | |
| - family-names: Delaflor | |
| given-names: Manuel | |
| affiliation: Metacognition Institute | |
| abstract: 'Session-level data from the predictability experiment comparing persona-profiled and unprofiled LLM agents: trial summaries, test records, behavioral-consistency and persona-fidelity metrics, intermediate-temperature results, and a 36-pair validation of the LLM judge against an independent human rater (scores, judge scores, results and rater instructions).' | |
| keywords: | |
| - virtual-agents | |
| - persona | |
| - predictability | |
| - multi-agent | |
| - llm-agents | |
| - llm-as-a-judge | |
| doi: 10.5281/zenodo.24179036 | |
| url: https://huggingface.co/datasets/ai4he/persona-profiled-agents-predictability | |
| preferred-citation: | |
| type: conference-paper | |
| title: 'Personality-Profiled Virtual Agents Are More Predictable: The Constraint-Entropy Tradeoff for Trustworthy Agent Design' | |
| authors: *id001 | |
| year: 2026 | |
| collection-title: ACM International Conference on Intelligent Virtual Agents (IVA 2026) | |
| doi: 10.1145/3806774.3827973 | |