Tabular methods for reinforcement learning

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

• Updated Jul 3, 2020
• Python

PyTorch implementation of the Q-Learning Algorithm Normalized Advantage Function for continuous control problems + PER and N-step Method

reinforcement-learning q-learning dqn reinforcement-learning-algorithms continuous-control naf ddpg-algorithm prioritized-experience-replay normalized-advantage-functions q-learning-algorithm n-step-bootstrapping

• Updated Feb 16, 2021
• Jupyter Notebook

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

• Updated Oct 15, 2021
• Python

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

• Updated Sep 11, 2021
• Python

Turn based strategy game with AI

game python pygame keras-tensorflow q-learning-algorithm

• Updated Mar 4, 2023
• Python

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

• Updated Jun 17, 2021
• Python

Implementation of Q-learning to solve GridWorld

reinforcement-learning q-learning pygame rl gridworld from-scratch q-learning-algorithm

• Updated Aug 31, 2025
• Python

Q-Learning Based Pathfinding in Dynamic Grid Environments

q-learning-algorithm

• Updated Dec 3, 2025
• Rust

Q-learning application to find an optimal parking slot

reinforcement-learning optimization pillow python-3 agent-based-modeling dynamic-programming hyperparameter-tuning car-parking q-learning-algorithm

• Updated Oct 1, 2023
• Jupyter Notebook

A reinforcement learning agent with reflection capabilities for dynamic maze navigation. Implements dual memory system, real-time adaptation, and environment change detection. Open source with research papers and documentation.

machine-learning reinforcement-learning ai q-learning dynamic-environments meta-learning q-learning-algorithm maze-navigation reflection-agent

• Updated Aug 25, 2025
• Python

Implementation of Q-Learning, Double Q-Learning, and LSPI for pricing American options under the Black-Scholes model

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

• Updated Sep 9, 2024

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

• Updated Sep 30, 2022
• Python

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

• Updated Apr 16, 2024
• Python

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

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

• Updated Oct 8, 2023
• Jupyter Notebook

Deep Q Learning blackbox strategies for casino games

machine-learning deep-neural-networks reinforcement-learning deep-learning tensorflow blackjack deep-reinforcement-learning torch reinforcement-learning-algorithms deep-q-network mlx rlx q-learning-algorithm muzero

• Updated Mar 22, 2024
• Jupyter Notebook

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

• Updated Feb 15, 2021
• Python

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

• Updated Aug 11, 2023
• Python

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

reinforcement-learning pathfinding q-learning-algorithm

• Updated Jun 26, 2021
• Python

🕹️ Welcome to Game-Optimization, a repository dedicated to exploring and implementing various optimization algorithms to solve complex games. This project initially focuses on solving the classic game Sokoban using the Q-learning algorithm, with plans to extend to genetic algorithms and other optimization techniques in the future.

games cpp genetic-algorithm q-learning sokoban-game optimization-algorithms q-learning-algorithm

• Updated May 29, 2024
• C++

RL-guided ETL remediation agent with schema-drift detection, error classification, Q-learning decisions, synthetic benchmarks, and AWS Lambda deployment templates.

reinforcement-learning q-learning etl-pipeline mlops drift-detection q-learning-algorithm mlops-workflow mlops-project schema-drift

• Updated Jul 7, 2026
• Python