Projects in Awesome Lists tagged with q-learning-algorithm

https://github.com/linesd/tabular-methods

Tabular methods for reinforcement learning

algorithm cliffwalking gridworld gridworld-cliff gridworld-environment policy-evaluation policy-iteration q-learning q-learning-algorithm q-learning-vs-sarsa reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms sarsa sarsa-algorithm sarsa-learning tabular-environments tabular-methods tabular-q-learning value-iteration

Last synced: 08 Oct 2025

https://github.com/timkoornstra/automatic-piano-fingering

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

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

Last synced: 13 Jun 2025

https://github.com/mauroluzzatto/q-learning-demo-play-nchain

This repository contains a Jupyter Notebook with an implemenation of a Q-Learning Agent, which learns to solve the n-Chain OpenAI Gym environment

demo gym jupyter-notebook openai-gym python q-learning q-learning-algorithm reinforcement-learning

Last synced: 26 Apr 2025

https://github.com/phamduyaaaa/play-all-toytext-with-q-learning

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

gymnasium q-learning-algorithm

Last synced: 10 Apr 2025

https://github.com/vishal815/tictactoe_q_learing_ml

Tic-Tac-Toe Q-Learning is a beginner-friendly example of using reinforcement learning.

github-project machine-learning python-project q-learning q-learning-algorithm q-table reinforcement-learning reinforcement-learning-algorithms reinforcement-learning-environments reinforcementlearning tic-tac-toe tictactoe-game tictactoe-python vishallazrus

Last synced: 25 Mar 2025

https://github.com/jeffasante/ant-colony-rl

An interactive ant colony simulation using reinforcement learning (Q-learning) implemented in JavaScript and HTML5 Canvas. Features real-time visualization of ants foraging for food, pheromone trails, and adaptive behavior over multiple episodes. Demonstrates emergent swarm intelligence and basic AI principles.

mathematical-modelling q-learning-algorithm reinforcement-learning swarm-intelligence vanilla-javascript

Last synced: 17 Mar 2025

https://github.com/abrarulhassan-786/frozenlake

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

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

Last synced: 17 Mar 2025

https://github.com/chaitanyac22/numerical_tictactoe_agent_using_reinforcement_learning

Build an RL (Reinforcement Learning) agent that learns to play Numerical Tic-Tac-Toe. The agent learns the game by Q-Learning.

actions convergence episodes epsilon-decay epsilon-greedy hyperparameter-tuning learning-rate markov-decision-process mdp-framework model-building policy q-learning q-learning-algorithm q-value q-value-iteration reinforcement-learning rewards rl states

Last synced: 27 Mar 2025

https://github.com/abrarulhassan-hub/frozenlake

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

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

Last synced: 08 Sep 2025

https://github.com/kkkaan/reinforcement-learning-for-tsp

A Q-learning like algorithm to find the optimal solutions for the Travelling Salesman Problem (TSP).

cpp q-learning-algorithm travelling-salesman-problem

Last synced: 23 Feb 2025

https://github.com/jenson073/reinforment-learning_cartpole

This project serves as an introduction to Deep Q-Learning and reinforcement learning concepts. The trained agent learns to balance the cart-pole system through iterative training and evaluation. You can modify the environment or parameters to further experiment with different reinforcement learning strategies.

cart-pole q-learning-algorithm reinforcement-learning

Last synced: 14 Mar 2025

https://github.com/esscova/qlearning-acoes

trading bot using q-learning

machine-learning machinelearning-python python q-learning q-learning-algorithm

Last synced: 19 Feb 2025

https://github.com/amabna/snake-game-with-rl

SnakeRL is a Python project implementing the Snake game with Deep Q-Learning. The agent learns to navigate, collect food, and avoid collisions using a neural network, dynamic rewards, and customizable settings. Perfect for exploring RL and game AI.

ai artificial-intelligence deep-learning deep-q-learning deep-q-network n-step-deep-q-learning neural-network neural-networks q-learning q-learning-algorithm reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms reinforcement-learning-environments

Last synced: 09 Oct 2025

https://github.com/jenson073/q-learning_trading

This project is a simplified approach to algorithmic trading and provides insights into the application of reinforcement learning in financial markets. It can serve as a foundational step towards building more sophisticated trading strategies using machine learning and artificial intelligence.

q-learning-algorithm reinforcement-learning trading-algorithms

Last synced: 11 Oct 2025

https://github.com/mehrab-kalantari/wumpus-world-q-learning

Solving a simple wumpus game using Q-learning algorithm

q-learning q-learning-algorithm reinceforcement-learning wumpus-game wumpusworld

Last synced: 05 Mar 2025

https://github.com/timothewt/snakeai

Machine Learning project using Q-Learning without any ML library

ai artificial-intelligence machine-learning ml q-learning q-learning-algorithm snake snake-ai tabular-q-learning

Last synced: 12 Mar 2025

https://github.com/alexliap/multiagent_games

Multi-Agent games for rectangular boards. Training achieved with Q-Learning.

q-learning-algorithm reinforcement-learning reinforcement-learning-algorithms

Last synced: 15 Mar 2025

https://github.com/swamikannan/cliffwalk

Cliffwalk to compare SARSA and Q-Learning

cliffwalking python3 q-learning q-learning-algorithm q-learning-vs-sarsa sarsa-learning

Last synced: 03 Mar 2025

https://github.com/william-zhan-bot/q-learning_maze

強化學習-以Q學習法進行小老鼠走迷宮的實驗

data-science machine-learning python q q-learning q-learning-algorithm

Last synced: 13 Mar 2025

https://github.com/dennismgoetz/rl_inventory_management

"Introduction to Reinforcement Learning" course at the Catholic University of Eichstätt-Ingolstadt

deep-reinforcement-learning dqn-algorithm inventory-management q-learning-algorithm reinforcement-learning

Last synced: 16 May 2025

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

Program an agent to learn the optimal route through a maze using reward-based action selection

java model-free q-learning-algorithm reinforcement-learning reward-based-learning

Last synced: 15 Mar 2025

https://github.com/spear97/ue5-q-learning

This is a Remake of the Senior Design Capstone that was created for the Spring Semester of 2022 at Texas Wesleyan University. I scaled down the Scope of the application, and the overall simulation focused on getting an AI Agent to Navigate a Maze to reach the location of a Goal in a Maze using Reinforcement Learning via the Q-Learning Algorithm.

artificial-intelligence capstone-project computer-graphics cpp game-development machine-learning object-oriented-programming q-learning q-learning-algorithm simulation-game simulation-programming unreal-blueprints unreal-engine unreal-engine-5 visual-studio

Last synced: 23 Mar 2025

https://github.com/tashi-2004/deep-learning-grid-world-q-learning

Deep Learning Grid World Q-Learning . Implement Q-learning in a 5x5 grid where an agent navigates obstacles and rewards. Train the agent with varying learning rates, visualize its progress, and see Q-values as heatmaps. Run the script to start training and view results. Contributions are welcome!

agent-based-modeling artificial-intelligence deep-learning deep-q-learning exploitation exploration machine-learning machine-learning-algorithms matplotlib-pyplot numpy python q-learning q-learning-algorithm reinforcement-learning reinforcement-learning-algorithms state-value-function training

Last synced: 25 Mar 2025

https://github.com/zaaim-halim/q-learning_reinforcement-learning

java implementation of the interaction of a reinforecment learning agent with its environment. using a gridworld environment

q-learning q-learning-algorithm reinforcement-learning

Last synced: 15 Oct 2025

https://github.com/hyeon9mak/hcp_2020

🎮 포켓몬 길찾기 게임 (광운대학교 컴퓨터정보공학부 고급C프로그래밍 팀프로젝트)

epsilon-greedy frozen-lake-game q-learning q-learning-algorithm

Last synced: 05 Jul 2025

https://github.com/thusharabandara/frozen-lake-environment

frozen-lake-game intelligent-agents q-learning-algorithm reinforcement-learning

Last synced: 27 Feb 2025

https://github.com/swamikannan/mountain-car-v0

Mountain Car v0 using Q-Learning

continuous-states discrete-action-space grid mountain-car-problem q-learning-algorithm state-discretization

Last synced: 03 Mar 2025

https://github.com/assem-elqersh/reinforcement-learning-snake

A Snake game implementation that uses Q-Learning, a reinforcement learning algorithm, to train an AI agent to play the game. The project demonstrates how machine learning can be applied to classic games.

game q-learning q-learning-algorithm reinforcement-learning reinforcement-learning-agent reinforcement-learning-algorithms reinforcement-learning-snake-game snake-game