遇见数据集

AMaze: fully discrete training with three regimes (direct, scaffolding, interactive) and two algorithms (A2C, PPO)

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Zenodo2025-02-19 更新2026-05-26 收录
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资源简介:

Dataset containing all training artifacts (final models, training curves, intermediate visualizations, ...) as well as the raw data used to assert generalization capabilities. The associated archive final_behavior.tar.gz provides a visualization of every replicate's final behavior for easier navigation. Distribution files contain a sampling across 1000 seeds, 5 probabilities for traps and lures, 4 sizes and 5 set sizes resulting in 486356 mazes. Descriptive graphs provide an overview of the accessible "maze space". v2: Added script to aggregate run dynamics (mean reward, errors, maze lengths...) and resulting generated dataset (csv) and plots (pdf)

提供机构:
Zenodo
创建时间:
2025-02-19
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