q-learning-algorithm

Here are 70 public repositories matching this topic...

linesd / tabular-methods

Tabular methods for reinforcement learning

UpdatedJul 3, 2020
Python

TimKoornstra / automatic-piano-fingering

This repository contains the code for automatically generating piano fingerings using a reinforcement learning agent that uses Q-Learning.

python reinforcement-learning q-learning piano piano-fingering fingering q-learning-algorithm

UpdatedOct 15, 2021
Python

PoCInnovation / Open-Zero

Sponsor

Star

Open-zero is a research project aiming to realize the various projects of the company DeepMind

reinforcement-learning pytorch a3c deepmind chess-ai gym-environment a3c-algorithm q-learning-algorithm

UpdatedSep 11, 2021
Python

akshayratnawat / ReachingTargetLocation_ReinforcementLearning_Webots

Star

The objective is to teach robot to find and reach the target object in the minimum number of steps and using the shortest path and avoiding any obstacles such as humans, walls, etc usinf reinforcement learning algorithms.

reinforcement-learning robotics deep-reinforcement-learning policy-gradient webots ddpg-algorithm deterministic-policy-gradients deepq-learning epuck-robot q-learning-algorithm

UpdatedJun 17, 2021
Python

bahadiraraz / paper-game

Star

Turn based strategy game with AI

game python pygame keras-tensorflow q-learning-algorithm

UpdatedMar 4, 2023
Python

CristianCosci / Reinforcement_Learning_Mouse_vs_Cat

Star

Two intelligent agents (cat and mouse) compete with each other to achieve their goal. Agents are trained through reinforcement learning (Q-learning).

reinforcement-learning pygame artificial-intelligence reinforcement-learning-agent reinforcement-learning-environments q-learning-algorithm

UpdatedApr 16, 2024
Python

StepanTita / q-learning

Star

a Python-based platformer infused with Q-Learning and dynamic level creation from simple JSON files.

python machine-learning reinforcement-learning machine-learning-algorithms q-learning epsilon-greedy reinforcement-learning-algorithms game-ai reinforcement-learning-playground reinforcement-learning-environments q-learning-algorithm platformer-game

UpdatedAug 11, 2023
Python

Shyamyar / grid-path-qlearning

Star

Docking robot in a grid environment trained it with Q-learning

reinforcement-learning pathfinding q-learning-algorithm

UpdatedJun 26, 2021
Python

viniciusenari / Q-Learning-and-SARSA-Mountain-Car-v0

Star

Demonstration of Q-Learning and SARSA algorithms utilizing Python and OpenAI GYM

python machine-learning reinforcement-learning q-learning sarsa-learning q-learning-vs-sarsa sarsa-algorithm q-learning-algorithm

UpdatedFeb 15, 2021
Python

imm-rl-lab / q-learning_with_bounded_naf

Star

The implementation for the paper Continuous Deep Q-Learning in Optimal Control Problems: Normalized Advantage Functions Analysis // NeurIPS 2022

reinforcement-learning q-learning reinforcement-learning-algorithms optimal-control naf reinforcement-learning-environments q-learning-algorithm

UpdatedSep 30, 2022
Python

lx10077 / AveQLearning

Star

Codes for the AISTATS 2023 paper, A Statistical Analysis of Polyak-Ruppert Averaged Q-learning.

confidence-intervals q-learning-algorithm

UpdatedJul 21, 2023
Python

phamduyaaaa / Play-All-ToyText-with-Q-Learning

Star

Q-Learning applied to Gymnasium's Toy Text environments: FrozenLake, CliffWalking, BlackJack, and Taxi.

gymnasium q-learning-algorithm

UpdatedMar 4, 2025
Python

VOCdevShy / Q-Learning_Frozen_Lake

Star

Made with the gym package from the farama foundation, this project is an hyper detailed version of the Q-Learning reinforcement on the Frozen lake's game.

python agent machine-learning reinforcement-learning ai q-learning artificial-intelligence gym detailed gymnasium frozenlake q-learning-algorithm

UpdatedApr 15, 2024
Python

Samthesimpsons / Project-Reinforcement-Learning-Wordle-Solver

Star

SUTD 50.021 Artificial Intelligence Project - Wordle Solver using Reinforcement Learning

python levenshtein-distance reinforcement-learning-algorithms agglomerative-clustering q-learning-algorithm wordle-solver

UpdatedAug 1, 2022
Python

jkaniuka / WSI_jan_kaniuka

Star

Python projects for Introduction to Artificial Intelligence course at Warsaw University of Technology.

neural-network naive-bayes-classifier evolutionary-algorithms gradient-descent q-learning-algorithm min-max-algorithm

UpdatedJan 17, 2022
Python

rashi-bhansali / Q-Learning-Maze-Solver

Star

This is a maze solving game which uses Q-learning algorithm to optimise and reach its destination

deep-reinforcement-learning game-theory q-learning-algorithm

UpdatedSep 27, 2019
Python

benlyazid / SNAKE_AI

Star

Build A neural network that can play snack Game using (D.Q.N)

machine-learning deep-learning tensorflow deep-reinforcement-learning q-learning-algorithm

UpdatedAug 27, 2022
Python

Abrarulhassan-786 / FrozenLake

Star

During my Course of Ai in kiet. I was learing reinforce learning algorithm. I have implemented Q-Learnning on Frozen Lake. Great game/ also make ppt for describe code

machine-learning-algorithms artificial-intelligence-algorithms frozenlake frozenlake-v0 reinfrocement-learning q-learning-algorithm

UpdatedJun 9, 2023
Python

ches-001 / Reinforcement-Learning-with-Q-Learning-Algorithm

Star

Reinforcement Learning with Q-Learning Algorithm on gym's frozen lake environment implemented in python

reinforcement-learning q-learning-algorithm

UpdatedOct 2, 2022
Python

JaanuNan / ProductRecommendation-using-RL-

Star

A Streamlit application demonstrating Reinforcement Learning (RL) for intelligent product recommendations in online advertising. Explore different RL algorithms and their impact on personalization.

reinforcement-learning multi-armed-bandit actor-critic product-recommendation q-learning-algorithm dqn-algorithm

UpdatedApr 11, 2025
Python

Improve this page

Add a description, image, and links to the q-learning-algorithm topic page so that developers can more easily learn about it.

Curate this topic

Add this topic to your repo

To associate your repository with the q-learning-algorithm topic, visit your repo's landing page and select "manage topics."

Learn more