My implementation of the Easy21 programming exercise using Reinforcement Learning, from David Silver's excellent 2015 Reinforcement Learning course.
Instructions:
- Run
pip install .
in the same directory as thesetup.py
file.
See the demo_environment.ipynb
for sample usage. Note that this environment was built
and tested with Python 3.10 and numpy.
MonteCarloControl.ipynb
demos what happens when Monte Carlo Control is run. TD_Learning.ipynb
is the equivalent for TD learning