monte-carlo-control

Reinforcement Learning Algorithms in FrozenLake-v1

This repository hosts solution code for the racetrack problem in reinforcement learning.

Well I'm gonna build my own theme park

This repository contains my solutions for homeworks and exercises of Reinforcement Learning course at the Ferdowsi University of Mashhad, Spring 2023

Solving BlackJack using Reinforcement Learning with Monte Carlo control

Implementations of reinforcement learning algorithms (Q-Learning, SARSA etc.) in Python

🚕 Explore the world of Monte Carlo Control, Monte Carlo Tree Search, and Rapid Action Value Estimation in this interactive tutorial tailored to the Taxi domain. Dive into detailed visual demos, accompanied by a comprehensive table tracking algorithmic metrics at each step. Perfect for beginners and enthusiasts alike!