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rl-scripts

Install dependencies

conda create -n ulearn python
conda activate ulearn
conda install -c conda-forge numpy pandas gym matplotlib scipy joblib progress

Running examples

# reproduce figure 2
python example_v_values.py

Fig 2

# reproduce figure 3
python example_shortest_path.py

Fig 3

# reproduce figure 4
python example_model_free.py

Fig 4

# reproduce figure S1
python example_irreducible_towards_reducible.py

Fig S1

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