Benchmarks & EvaluationPPO, Synthetic DataCommercial OK
Procgen Benchmark Dataset
by EpicPinkPenguin
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10M<n<100MDescription
Procgen Benchmark
This dataset contains expert trajectories generated by a PPO reinforcement learning agent trained on each of the 16 procedurally-generated gym environments from the Procgen Benchmark. The environments were created on distribution_mode=easy and with unlimited levels.
Disclaimer: This is not an official repository from OpenAI.
Dataset Usage
Regular usage (for environment bigfish):
from datasets import load_dataset
train_dataset =… See the full description on the dataset page: https://huggingface.co/datasets/EpicPinkPenguin/procgen.
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Tags
task_categories:reinforcement-learninglanguage:enlicense:apache-2.0size_categories:100M<n<1Bformat:parquetmodality:imagelibrary:datasetslibrary:dasklibrary:polarslibrary:mlcroissantarxiv:1707.06347region:usprocgenbigfishbenchmarkopenaibossfightcaveflyerchaserclimber