Supplementary material from a 2026 study on human-level learning of complex tasks through theory-based world modeling, exploration, and planning. The dataset, authored by Pedro Tsividis, is hosted on figshare under a CC-BY-4.0 license. The specific content and structure of the data files are not detailed in the provided metadata.
Use Cases
- Benchmarking AI planning algorithms against human learning strategies based on the described theory-based framework.
- Analyzing exploration patterns in complex task learning based on the world modeling concepts mentioned.
- Studying the transfer of theoretical knowledge to practical task execution as suggested by the paper's title.
Strengths
- Licensed under the permissive CC-BY-4.0 license, facilitating reuse and redistribution.
- Directly associated with a specific, named research study and author (Pedro Tsividis).
Limitations
- Description metadata is limited; actual data quality, format, and content require manual inspection after download.
- Row count, column definitions, and file formats are unknown, which may limit suitability assessment.
Provenance
- Source
- figshare
- Collection Method
- Likely generated as supplementary material for an academic publication.
- Time Range
- Associated with a study last updated in 2026.
- Freshness
- Last updated 2026-04-30 07:07:47; freshness should be verified.
- Geography
- null