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monte-carlo-control

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moripiri / Reinforcement-Learning-on-FrozenLake

Reinforcement Learning Algorithms in FrozenLake-v1

reinforcement-learning monte-carlo openai-gym q-learning reinforcement-learning-algorithms sarsa reinforce policy-iteration value-iteration td-learning actor-critic sarsa-lambda frozenlake frozenlake-v0 dyna-q sutton-gridworld monte-carlo-control sutton-barto-book

Updated Feb 4, 2025
Jupyter Notebook

thunderInfy / Racetrack

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

reinforcement-learning barto-sutton monte-carlo-control

Updated Jul 17, 2025
Jupyter Notebook

imimali / blackjack

Well I'm gonna build my own theme park

reinforcement-learning blackjack q-learning sarsa futurama temporal-differencing-learning monte-carlo-control

Updated Jan 1, 2020
Python

arya-ebrahimi / reinforcement-learning-spring2023

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

reinforcement-learning q-learning policy-gradient sarsa monte-carlo-tree-search multi-armed-bandit q-learning-vs-sarsa temporal-difference-algorithms monte-carlo-control

Updated Jul 12, 2023
Jupyter Notebook

GabrieleSerussi / mcts

🚕 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!

reinforcement-learning monte-carlo tree-search monte-carlo-tree-search interac monte-carlo-control rapid-action

Updated Apr 5, 2024
Jupyter Notebook

vamsianumula / BlackJack

Solving BlackJack using Reinforcement Learning with Monte Carlo control

python openai-gym reinforcement-learning-algorithms monte-carlo-control

Updated Sep 18, 2021
Jupyter Notebook

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