Getting Started

Installing

You can install OStatsLib via pip

pip install ostatslib

Training

Agent is trained by getting exposed to different datasets that are randomly generated by OStatsLib environment.

from ostatslib.agents import PPOAgent

agent = PPOAgent()
agent.train()

Agent settings and policy model be persisted by calling save method.

agent.save('file_name')

Trained agent may be loaded by pointing to a saved agent zip file when initialized.

agent = PPOAgent('file_name.zip')