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Datasets:
quintana42
/
gang-of-four-training-data

Modalities:
Tabular
Formats:
json
Size:
1M - 10M
Tags:
gang-of-four
card-game
imitation-learning
Libraries:
Datasets
pandas
Polars
License:
Dataset card Data Studio Files
xet
 Community
1
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state
listlengths
328
328
action_mask
listlengths
40
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action_label
int64
0
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declare_label
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Gang of Four Training Data

Training data for the Gang of Four neural AI, generated from ExpertStrategy self-play.

Dataset Details

  • Format: JSONL (one JSON object per line)
  • Size: ~1M game states
  • Source: ExpertStrategy vs ExpertStrategy games

Schema

Each line contains:

{
  "state": [328 floats],
  "action_mask": [40 floats],
  "action_idx": int,
  "declared_last_card": bool
}

Usage 

from training.dataset import GangOfFourDataset

dataset = GangOfFourDataset("data/training_data.jsonl")

Generation 

python scripts/generate_training_data.py --num-games 100000 --output data/training_data.jsonl

See: https://github.com/sboily/gang_of_four
Downloads last month
6
Number of rows:
1,686,270
Estimated number of rows:
5,369,878
Total file size:
16.3 GB