Reinforce

My implementation of REINFORCE RL algorithm from ground up.

Video Explanation

See my video here: REINFORCE: Reinforcement Learning Most Fundamental Algorithm

Install

conda env create -f environment.yml
conda activate reinforce
pip install -r requirements.txt

References

See p.328 of Reinforcement Learning 2nd Ed. Sutton & Barto.

--Andriy Drozdyuk

See Also

To see how to implement this in tianshou RL framework see my implementation here https://github.com/drozzy/reinforce_tianshou.