q-learning-algorithm

Here are 88 public repositories matching this topic...

linesd / tabular-methods

Tabular methods for reinforcement learning

Updated Jul 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

Updated Oct 15, 2021
Python

PoCInnovation / Open-Zero

Sponsor

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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

akshayratnawat / ReachingTargetLocation_ReinforcementLearning_Webots

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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

bahadiraraz / paper-game

Star

Turn based strategy game with AI

game python pygame keras-tensorflow q-learning-algorithm

Updated Mar 4, 2023
Python

paulinamoskwa / q-learning-gridworld

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Implementation of Q-learning to solve GridWorld

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

Updated Aug 31, 2025
Python

cathydou / reflection-agent-maze

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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

dashidhy / DanLM

Star

Mastering complex card games like GuanDan (掼蛋) and DouDiZhu (斗地主) using self-play RL and sequence modeling with zero domain knowledge

reinforcement-learning deep-learning q-learning pytorch transformer card-game reinforcement-learning-algorithms representation-learning language-model game-ai doudizhu reinforcement-learning-agent self-play sequence-modeling q-learning-algorithm doudizhu-ai guandan guandan-ai

Updated May 1, 2026
Python

imm-rl-lab / q-learning_with_bounded_naf

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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

CristianCosci / Reinforcement_Learning_Mouse_vs_Cat

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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

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

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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

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

Updated Aug 11, 2023
Python

Shyamyar / grid-path-qlearning

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

reinforcement-learning pathfinding q-learning-algorithm

Updated Jun 26, 2021
Python

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

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

gymnasium q-learning-algorithm

Updated Mar 4, 2025
Python

lx10077 / AveQLearning

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

confidence-intervals q-learning-algorithm

Updated Jul 21, 2023
Python

Samthesimpsons / Project-Reinforcement-Learning-Wordle-Solver

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SUTD 50.021 Artificial Intelligence Project - Wordle Solver using Reinforcement Learning

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

Updated Aug 1, 2022
Python

VOCdevShy / Q-Learning_Frozen_Lake

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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.