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Projects in Awesome Lists tagged with qlearning

A curated list of projects in awesome lists tagged with qlearning .

https://github.com/andri27-ts/reinforcement-learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

a2c artificial-intelligence deep-learning deep-reinforcement-learning deepmind dqn evolution-strategies machine-learning policy-gradients ppo qlearning reinforcement-learning

Last synced: 15 May 2025

https://github.com/andri27-ts/Reinforcement-Learning

Learn Deep Reinforcement Learning in 60 days! Lectures & Code in Python. Reinforcement Learning + Deep Learning

a2c artificial-intelligence deep-learning deep-reinforcement-learning deepmind dqn evolution-strategies machine-learning policy-gradients ppo qlearning reinforcement-learning

Last synced: 15 Mar 2025

https://github.com/skylark0924/machine-learning-is-all-you-need

🔥🌟《Machine Learning 格物志》: ML + DL + RL basic codes and notes by sklearn, PyTorch, TensorFlow, Keras & the most important, from scratch!💪 This repository is ALL You Need!

actor-critic convolutional-neural-networks ddpg decision-trees deep-reinforcement-learning dqn gan k-nearest-neighbours keras logistic-regression lstm naive-bayes-classifier ppo pytorch qlearning random-forest resnet support-vector-machine tensorflow trpo

Last synced: 05 Apr 2025

https://github.com/dubezOniner/Deep-QLearning-Demo-csharp

This demo is a C# port of ConvNetJS RLDemo (https://cs.stanford.edu/people/karpathy/convnetjs/demo/rldemo.html) by Andrej Karpathy

ai deep-learning neural-network qlearning reinforcement-learning

Last synced: 02 Apr 2025

https://github.com/nileshsah/reinforcement-learning-flappybird

In-browser reinforcement learning for flappy bird 🐦

flappy-bird javascript qlearning reinforcement-learning

Last synced: 04 Jul 2025

https://github.com/omaraflak/reinforcement-learning-cpp

Reinforcement Learning algorithm from scratch in C++.

cpp from-scratch neural-network qlearning reinforcement-learning

Last synced: 12 Apr 2025

https://github.com/jczic/micronn

Micro neural network with multi-dimensional layers, multi-shaped data, fully or locally meshing, conv2D, unconv2D, Qlearning, ... for test!

artificial-intelligence autoencoder-neural-network convolutional-autoencoder convolutional-neural-networks deep-learning jczic machine-learning mlp-classifier neural-network neural-networks neurons python q-learning qlearning reinforcement-learning

Last synced: 19 Mar 2025

https://github.com/nidup/starcraft2-agent

Starcraft II Agents using PySC2 - StarCraft II Learning Environment

blizzard-api machine-learning pysc2 python qlearning starcraft-ii starcraft2-agents

Last synced: 13 Apr 2025

https://github.com/shanto268/qlearning_autonomous_vehicle_experiment

Reinforcement Learning of Intelligent Agent: QLearning

autonomous-vehicles cellular-automata nashc qlearning

Last synced: 28 Apr 2025

https://github.com/billhu0/ai-aircraft-warfare

CS181 Final Project: Playing Aircraft Warfare Game with Reinforcement Learning

artificial-intelligence dqn qlearning

Last synced: 10 Jul 2025

https://github.com/dfriend01/atari-drl

An implementation of a Deep Reinforcement Learning model that trains an agent to play Atari 2600 games.

atari atari2600 deep-learning deep-q-learning machine-learning qlearning reinforcement-learning

Last synced: 19 Apr 2025

https://github.com/mattbui/dd_qnet

A Double Dueling Deep Q learning model for turtle bot to navigate in custom gym-gazebo maze

double-dqn dueling-dqn keras qlearning

Last synced: 14 Apr 2025

https://github.com/lokranjanp/asteroidsai

Training a Deep Q Learning agent to master the famous arcade game, Asteroids using a DQN Neural Network with Long and Short term Memory recall. This is also my undergrad minor project, 21IS6P01.

deep-learning neural-networks qlearning reinforcement-learning

Last synced: 21 Apr 2025

https://github.com/goktug97/dqn

Another Addition to the Pile of Deep Q Learning, Double DQN, PER, Dueling DQN Implementations

deep-learning deep-q-learning deep-reinforcement-learning double-dqn dqn dueling-dqn experience-replay gym prioritized-experience-replay pytorch qlearning reinforcement-learning

Last synced: 03 May 2026

https://github.com/rohitrango/learn-to-flap-v1

An extensive survey of methods for training a Flappy Bird AI (CS403 course project)

deep-learning flappy-bird machine-learning neural-network pygame python qlearning reinforcement-learning

Last synced: 15 Apr 2026

https://github.com/eltorocorp/reinforcement-learning

Implementations of reinforcement learning processes in Go.

qlearning reinforcement-learning

Last synced: 18 May 2026

https://github.com/weiyx16/rl_toy_example

Deep RL toy example based on gym package with several methods

a2c a3c continuous-mountain-car dqn-tensorflow gym mountain-car qlearning sarsa sarsa-lambda

Last synced: 15 Mar 2025

https://github.com/arindal1/blackjack-qlearning-rl

Python script for implementing Q-learning to train an agent to play the game of Blackjack.

blackjack game machine-learning qlearning

Last synced: 12 Apr 2025

https://github.com/omerbsezer/qlearning_cartpole

Cart Pole problem solving using RL - QLearning with OpenAI Gym Framework

openai-gym qlearning reinforcement-learning

Last synced: 28 Apr 2025

https://github.com/polaris000/dotsnboxesqlearning

A series of experiments on the performance of Q-Learning Agents in the Dots and Boxes game.

ai algorithms artificial-intelligence dots-and-boxes java machine-learning qlearning qlearning-algorithm reinforcement-learning rl

Last synced: 26 Apr 2026

https://github.com/e3oroush/dino_run_rl_pytorch

A reinforcement learning example for DinoRun chrome game in Pytorch

deep-reinforcement-learning dino-game pytorch qlearning

Last synced: 11 Oct 2025

https://github.com/omaraflak/frozenlake-qlearning

Resolving the FrozenLake problem from OpenAI Gym.

frozenlake machine-learning openai-gym qlearning reinforcement-learning

Last synced: 30 Apr 2026

https://github.com/najlae01/pong-rl-agent

A classic Pong game with an AI agent powered by reinforcement learning (Q-learning) algorithm. The game is built with Python and Pygame, and the AI agent uses a Q-learning algorithm to learn how to play the game.

agent college-project machine-learning qlearning rl

Last synced: 12 May 2026

https://github.com/shivangmathur1/deep-q-learning

An implementation of Double Deep Q-Learning using pytorch

deep-learning deep-q-learning double-dqn gym python pytorch qlearning

Last synced: 10 Apr 2026

https://github.com/marcellofabrizio/pathing-with-qlearning

QLearning project for the Artificial Intelicence class using Python

python qlearning reinforcement-learning-algorithms

Last synced: 28 Jul 2025

https://github.com/jecolasurdo/reinforcement-learning-rust

Implementation of reinforcement learning processes in Rust.

qlearning reinforcement-learning

Last synced: 18 May 2026

https://github.com/pranav-bot/ml-dl-models-from-scratch

This contains the most commonly used machine learning and deep learning models written from scratch without the use if any libraries except Numpy which is used for calculations

deep-learning descion-tree from-scratch linear-regression logistic-regression machine-learning naive-bayes neural-networks numpy perceptron pytorch qlearning random-forest regression reinforcement-learning support-vector-machines svm

Last synced: 15 Apr 2026

https://github.com/srlozano/pacman-qlearning-algorithm

Implementation of the Q-Learning Algorithm for playing Pac-Man. Project based on the Berkeley CS188 intro to AI

ai artificial-intelligence machine-learning pacman python qlearning

Last synced: 18 Apr 2026

https://github.com/abdullahalzubaer/q-learning

Q-learning algorithm implemented using python.

openai-gym qlearning reinforcement-learning

Last synced: 28 Apr 2026

https://github.com/selfint/openaigym-helloworld

Simple Q-Learning implementation with OpenAi Gym

machine-learning openai-gym python3 qlearning

Last synced: 08 Apr 2025

https://github.com/baybaraandrey/tic-tac-toe

Tic-tac-toe implementation using q-learning and python programming language

ai python python3 qlearning tic-tac-toe

Last synced: 27 May 2026

https://github.com/martin-ansteensen/cart-pole

A Python playground for studying the classic cart-pole problem with non-linear dynamics, energy control, linear-quadratic (LQR) balancing and reinforcement learning. The codebase lets you simulate different controller strategies. Built from scratch.

control-theory lqr-controller modeling qlearning reinforcement-learning simulation

Last synced: 19 May 2026

https://github.com/h-sinha/rl-snake-game

Deep Q-Learning applied to snake game

deep-learning pygame qlearning snake-game

Last synced: 04 Oct 2025

https://github.com/shivangmathur1/simple-qlearning

Solving gym environments using Numpy Qtables and Q-learning

gym numpy qlearning

Last synced: 07 May 2026

https://github.com/julesbobeuf/super-mario-land-qlearning

University Project in which we created an AI for Super Mario Land

mario python3 qlearning

Last synced: 25 Sep 2025

https://github.com/dmsovetov/reinforcement

Deep reinforcement learning experiments

a2c a3c deeplearning pytorch qlearning reinforce reinforcement-learning

Last synced: 07 May 2026

https://github.com/followthefourleafedclover/q-learning-model-java

A Q Learning Model implemented in java used for MIT Battlecode 2023

java qlearning qlearning-algorithm

Last synced: 01 Aug 2025

https://github.com/dawsonbooth/pong-ai

A clone of the classic game of Pong with artificially intelligent opponents

agent ai arcade artificial artificial-intelligence game pong pygame python qlearning

Last synced: 30 Mar 2025

https://github.com/freakwill/skinner

🐁 Skinner, a new framework of reinforcement learning by Python

gym python qlearning reinforcement-learning skinner

Last synced: 09 Sep 2025

https://github.com/e-candeloro/reinforcement-learning-maze-solver

A Python script that executes a RL algorithm (Temporal Difference/Q-Learning) that trains an agent inside a labyrinth to find the exit with the least number of steps possible

maze-solver python qlearning qlearning-algorithm reinforcement-learning reinforcement-learning-algorithms rl temporal-differencing-learning

Last synced: 28 Apr 2026

https://github.com/aaryanrr/rl-qlearning

Q-Learning Algorithm using RL Approach

qlearning reinforcement-learning

Last synced: 29 Apr 2026

https://github.com/dakshitagrawal/rl_algos

Implementation of various RL algorithms in different environments

monte-carlo-simulation qlearning reinforcement-learning

Last synced: 30 Apr 2026

https://github.com/andrearettaroli/irs-q-learning-project

Use QLearning to train a robot to avoid black areas in the arena

argos3 lua python qlearning

Last synced: 12 Apr 2026

https://github.com/freakwill/qlearning-matlab

implement Qlearning by Matlab

matlab qlearning

Last synced: 03 May 2026

https://github.com/stevenwalton/retro-learner

Playing around with OpenAI's retro environment

openai-gym qlearning retro

Last synced: 20 Jun 2025

https://github.com/alitekes1/drl

I am working on Deep Reinforcement Learning with Pytorch. This repo contains my notes and code exercises about deep learning and deep reinforcement learning

deep-learning deep-reinforcement-learning qlearning

Last synced: 12 Apr 2026

https://github.com/gkevinb/ai

AI Project

ai qlearning

Last synced: 02 Apr 2025

https://github.com/lucashnss/if684-qlearning-project

This is a project for the course Inteligent Systems (IF684) in CIN-UFPE. Basically it's the implementation of q learning, which is a reinforcement learning algorithm, the objective is use it to training the Amongus to learn the fastest way to arrive at the end of the map.

algorithm qlearning

Last synced: 19 Jun 2026

https://github.com/aurelien-castel/DUT-Oct-2019-API-IA

Projet qui a été construit sous forme d'API et codé en Python. Il permet de créer des intelligences artificielles qui apprennent à jouer à des jeux en en tour par tour. Le projet utilise des algorithmes d'apprentissage renforcé: le Q-Learning et le SARSA

api minmax-algorithm python qlearning sarsa turn-based

Last synced: 11 Mar 2025

https://github.com/harshramani00/trafficsignaloptimizationforsmartcitiesusingdeep-reinforcementlearning

A Deep Reinforcement Learning-based system for optimizing traffic signal control in smart cities. This project simulates a real-time traffic network and applies Q-Learning and Deep Q-Networks (DQN) to dynamically manage traffic flow, reduce congestion, and prioritize emergency vehicles using SUMO.

deep-learning deep-q-learning dqn python qlearning reinforcement-learning simulation sumo

Last synced: 13 Apr 2026