MCTS library in Python

Requirements

• Python 3.9+

Samples

To run samples:

• run pip install -e . in the root directory
• run python main.py in the sample directory

To install from PyPI,

python3 -m pip install --index-url https://test.pypi.org/simple/ mcts4py

Running the MENTSsolver vs UCTsolver Comparison in Gym Environments

Install Requirements:

python3 -m pip install .

python3 -m pip install ".[gym_samples]"

Set the Python Path:

export PYTHONPATH=/path/to/mcts4py:$PYTHONPATH

Run the Comparisons:

• CartPole: python3 samples/gym/cartPole/CartPole.py
• Frozen Lake: python3 samples/gym/frozenLake/FrozenLake.py

The exploration_constant can be adjusted directly in the evaluate_solver method located in the respective scripts.