/rl-homework

reinforcement learning, pygame

Primary LanguagePython

[TOC]

Reinforcement Learning Homework

Homework about reinforcement learning course for graduate student in NanKai University.

Course Book

R. S. Sutton and A. G. Barto, "Reinforcement Learning : An Introduction" 2017.

The 3rd Homework

Game interface

The 4th Homework

Markov: Random

Markov: Policy Iteration

Markov: Value Iteration

The 5th Homework

Monte Carlo: Exploring Starts

Monte Carlo: On Policy