22 lines
708 B
Python
22 lines
708 B
Python
import pandas as pd
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from pathlib import Path
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import matplotlib.pyplot as plt
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import seaborn as sns
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dfs = []
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for name in ['mappo']:
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for c in range(5):
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try:
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study_root = Path(__file__).parent / name / f'{name}#{c}'
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print(study_root)
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df = pd.read_csv(study_root / 'results.csv', index_col=False)
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df.reward = df.reward.rolling(100).mean()
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df['method'] = name.upper()
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dfs.append(df)
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except Exception as e:
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pass
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df = pd.concat(dfs).reset_index()
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sns.lineplot(data=df, x='steps', y='reward', hue='method', palette='husl', ci='sd', linewidth=1.5, err_style='bars')
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plt.savefig('study.png')
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print('saved image') |