/rapid-policy-transfer-rl

Rapid Policy Transfer in Reinforcement Learning - Graduation Project

Primary LanguagePythonThe UnlicenseUnlicense

This Github repository contains the code for the Master Graduation Project 'Analyzing Policy Gradient Methods for Rapid Policy Transfer'.

It's implemented with PyTorch 1.6.0 and the higher higher-order-gradient library, and includes a functional form of common implementations of multiple RL policy-gradient algorithms.

It will soon be updated with some more methods and functionality, and a report of the algorithmic flow, results and other components.

I hope you have as much fun with it as I had building it!

Link to thesis: https://research.tue.nl/en/studentTheses/analyzing-policy-gradient-approaches-towards-rapid-policy-transfe