Individual Numerical Values for Reinforcement Learning Figures

An Excel file containing the individual numerical data points plotted in the main and supporting figures of a research publication. The dataset was published by author Wei Song on figshare in April 2026. Its small size of 37.0 KB indicates a limited scope, likely summarizing key experimental results.

Use Cases

• Re-plotting main_figure data with custom formatting using the provided numerical values.
• Statistical re-analysis of supporting_figure results using the underlying raw numbers.
• Extracting specific performance metrics or state-action values from the tabulated results for comparison studies.
• Verifying the calculations and trends presented in the original research publication's graphical data.

Strengths

• Data is directly linked to published figures, ensuring relevance to specific research findings.
• Released under a permissive CC-BY-4.0 license, allowing for reuse and redistribution.

Limitations

• The dataset is very small at 37.0 KB, containing only a summary of plotted values, not the full experimental logs.
• Without column descriptions, the semantic meaning of each numerical value must be inferred from the corresponding figures.
• The single XLSX file format provides no versioning or change history for the data.

Provenance

Source

Wei Song, published on figshare.

Collection Method

Numerical values extracted or generated for creating publication figures.

Time Range

null

Freshness

Last updated in April 2026.

Geography

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