An open API service providing repository metadata for many open source software ecosystems.

GitHub topics: q-learning

mgiannopoulos24/Artificial-Intelligence

Solutions for the Projects of the Artificial Intelligence (CS 188) course of UC Berkeley

Language: Python - Size: 22.7 MB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 14 - Forks: 9

JumpingKeyCaps/RLplayground

A playful Android app demonstrating reinforcement learning in real time. Watch an agent learn to reach its goal using evolving strategies like Q-learning and Policy Gradient, with a vibrant Canvas-based visualization. Built with Jetpack Compose, Kotlin, and a clean MVVM architecture for modular experimentation.

Language: Kotlin - Size: 103 KB - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

sp-muramutsa/nim

This project implements a Reinforcement Learning agent that learns to play the classic game of Nim using Q-learning, one of the foundational algorithms in model-free Reinforcement Learning (RL).

Language: Python - Size: 0 Bytes - Last synced at: 1 day ago - Pushed at: 1 day ago - Stars: 0 - Forks: 0

Klus3kk/QRacing

The game in which an AI model learns how to finish the game in the fastest time.

Language: Python - Size: 345 KB - Last synced at: about 3 hours ago - Pushed at: 4 months ago - Stars: 1 - Forks: 0

khteh/pAIthon

Exploration of python language features and AI/ML.

Language: Python - Size: 232 MB - Last synced at: 4 days ago - Pushed at: 4 days ago - Stars: 1 - Forks: 0

avkhimen/Electric_Vehicle_Charging_Simulation

This project implements Q-Learning to find the optimal policy for charging and discharging electric vehicles in a V2G scheme under conditions of uncertain commitment of EV owners. The problem is modelled as a multi-objective multi-agent cooperative game. Project is part of fulfillment criteria for ECE 730 course at the University of Alberta.

Language: Python - Size: 1.09 MB - Last synced at: 4 days ago - Pushed at: about 3 years ago - Stars: 51 - Forks: 5

MatiasCarabella/self-driving-ai

2D self-driving car simulation developed in Python using Pygame, featuring a Q-learning agent that learns to navigate a circuit.

Language: Python - Size: 378 KB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 1 - Forks: 0

najeh-halawani/RL-Basics-QLearning-SARSA-PPO

A collection of Jupyter notebooks implementing core reinforcement learning algorithms: Q-Learning, SARSA, and PPO.

Language: Jupyter Notebook - Size: 2.08 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 0 - Forks: 0

hasancatalgol/checkers-qlearning

A simple checkers game with Reinforcement Learning

Language: Python - Size: 12.7 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

real0x0a1/AI-SnakeGame

This repository showcases a classic Snake game with an exciting twist - an artificial intelligence (AI) agent that learns to play the game on its own. The project is implemented in Python, utilizing the Pygame library for the game interface.

Language: Jupyter Notebook - Size: 521 KB - Last synced at: 7 days ago - Pushed at: 7 days ago - Stars: 0 - Forks: 0

lucidrains/q-transformer

Implementation of Q-Transformer, Scalable Offline Reinforcement Learning via Autoregressive Q-Functions, out of Google Deepmind

Language: Python - Size: 1.6 MB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 382 - Forks: 20

s2bd/ai-projects

Collection of random A.I. applets and programs aimed at testing and implementing both currently existing or novel algorithms

Language: HTML - Size: 385 KB - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

Yusei406/calvano-qlearning

Q-learning oligopoly simulation (Calvano et al., 2020) — high-fidelity Python reproduction with ≥ 95 % accuracy

Language: Python - Size: 0 Bytes - Last synced at: 8 days ago - Pushed at: 8 days ago - Stars: 0 - Forks: 0

qlan3/Explorer

Explorer is a PyTorch reinforcement learning framework for exploring new ideas.

Language: Python - Size: 917 KB - Last synced at: 8 days ago - Pushed at: 9 days ago - Stars: 92 - Forks: 14

datawhalechina/easy-rl

强化学习中文教程(蘑菇书🍄),在线阅读地址:https://datawhalechina.github.io/easy-rl/

Language: Jupyter Notebook - Size: 516 MB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 11,618 - Forks: 2,045

MatissesProjects/reinforcementLearningTetris

reinforcement learning is a way of doing learning without a human in the loop, q-learning is a type of reinforcement learning, and genetic algorithms were used to modify a policy network/map

Language: HTML - Size: 361 KB - Last synced at: 9 days ago - Pushed at: 9 days ago - Stars: 0 - Forks: 0

benedekrozemberczki/awesome-monte-carlo-tree-search-papers

A curated list of Monte Carlo tree search papers with implementations.

Language: Python - Size: 238 KB - Last synced at: 7 days ago - Pushed at: over 1 year ago - Stars: 675 - Forks: 75

cool-RR/marley 📦

A framework for multi-agent reinforcement learning.

Language: Python - Size: 30.7 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 273 - Forks: 27

Venkatnvs/Ai_AdaptiveQuiz-From_Youtube_videos

AI-Driven Adaptive Assessment System using Django, React, Q-learning & Fog Computing

Language: JavaScript - Size: 129 KB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

cgray1117/Checkers-AI

A game of checkers written using minmax algorithm with alpha-beta pruning and Q-learning.

Language: Python - Size: 96.9 MB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 0 - Forks: 0

ductaingn/Power-Allocation

Power Allocation in Sub6GHz/mmWave Networks with Risk-Averse Reinforcement Learning

Language: Python - Size: 1.05 GB - Last synced at: 11 days ago - Pushed at: 11 days ago - Stars: 5 - Forks: 1

pintamonas4575/RL-model-The-Simpsons

Implementation of a Reinforcement Learning (RL) model to learn to scratch the less possible surface on the scratch game of the Badulaque of the app "The Simpsons Springfield".

Language: Python - Size: 26.3 MB - Last synced at: 10 days ago - Pushed at: 12 days ago - Stars: 3 - Forks: 0

pssnyder/DotAI

This program simulates the training of an AI-driven "dot" to reach a goal while avoiding obstacles. It uses either Genetic Algorithms or Reinforcement Learning to evolve or train the dot's behavior, showcasing real-time learning and performance metrics.

Language: Python - Size: 28.3 KB - Last synced at: 13 days ago - Pushed at: 13 days ago - Stars: 0 - Forks: 0

lamegaton/Machine-Learning-and-AI-Notes

Basic Examples and Explaination for Machine Learning and AI

Language: Jupyter Notebook - Size: 24 MB - Last synced at: 16 days ago - Pushed at: 16 days ago - Stars: 2 - Forks: 0

rembertdesigns/pit-stop-simulator

An interactive F1 race simulator using Reinforcement Learning (PPO, Q-learning) and Streamlit to optimize pit stop strategies based on dynamic conditions.

Language: Python - Size: 83 KB - Last synced at: 5 days ago - Pushed at: 16 days ago - Stars: 0 - Forks: 0

Amirreza-Mehdizadeh/Solar-Panel-Q_Learning

A Q-Learning-based Reinforcement Learning project to optimize solar panel angles for maximum energy output

Language: Python - Size: 2.93 KB - Last synced at: 18 days ago - Pushed at: 18 days ago - Stars: 0 - Forks: 0

sanatren/SIMPLANG-q-LR

This repository contains an implementation of a neural text simplification model that combines sequence-to-sequence learning with reinforcement learning and lexical-semantic loss. The model aims to simplify complex text while maintaining meaning and grammatical correctness.

Language: Python - Size: 32.2 KB - Last synced at: 17 days ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

zombieTDV/RFL-13_8

Implementaion for Genetic algorithm and Q-Learning.

Language: Python - Size: 88.9 KB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

Arcoti/Tic-Tac-Toe-Bot

Tic Tac Toe Bot with Reinforcement Learning

Language: Python - Size: 2.84 MB - Last synced at: 23 days ago - Pushed at: 23 days ago - Stars: 0 - Forks: 0

zyxue/rljs

RLjs currently serves as an interactive playground for learning reinforcement learning.

Language: JavaScript - Size: 1.41 MB - Last synced at: 22 days ago - Pushed at: over 6 years ago - Stars: 4 - Forks: 0

ankonzoid/LearningX

Deep & Classical Reinforcement Learning + Machine Learning Examples in Python

Language: Python - Size: 3.88 MB - Last synced at: 22 days ago - Pushed at: almost 2 years ago - Stars: 360 - Forks: 185

lucidrains/llama-qrlhf

Implementation of the Llama architecture with RLHF + Q-learning

Language: Python - Size: 26.4 KB - Last synced at: 5 days ago - Pushed at: 5 months ago - Stars: 165 - Forks: 8

Chaoukia/Reinforcement-Learning-course

A Reinforcement Learning course with classic examples of agents trained on gym environments.

Language: Python - Size: 6.47 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 3 - Forks: 1

VinF/deer

DEEp Reinforcement learning framework

Language: Python - Size: 12.6 MB - Last synced at: 24 days ago - Pushed at: about 1 year ago - Stars: 485 - Forks: 123

akirakudo901/tic-tac-toe-qtable

An implementation of a Q learning agent which beats any opponent in tic tac toe.

Language: Python - Size: 173 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 0 - Forks: 0

ostad-ai/Reinforcement-Learning

This repository is about Reinforcement Learning (RL) and related topics

Language: Jupyter Notebook - Size: 192 KB - Last synced at: 29 days ago - Pushed at: 29 days ago - Stars: 1 - Forks: 0

misaghsoltani/DeepCubeAI

Learning Discrete World Models for Heuristic Search

Language: Python - Size: 16.6 MB - Last synced at: 11 days ago - Pushed at: 10 months ago - Stars: 7 - Forks: 1

micahtracht/Q-learning-with-cartpole

This is my project for learning how to implement Q learning with the common cart pole example. My first RL project!

Language: Python - Size: 313 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

fszewczyk/rocket-landing-rl

Custom OpenAI Gym for vertical rocket landing and Deep Q-Learning implementation.

Language: Python - Size: 2.49 MB - Last synced at: about 1 month ago - Pushed at: over 1 year ago - Stars: 17 - Forks: 3

hcosta/snake-ia

Experimento de RL en Python para enseñarle a una IA a jugar sola.

Language: Python - Size: 69.4 MB - Last synced at: 6 days ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

sudharsan13296/Deep-Reinforcement-Learning-With-Python

Master classic RL, deep RL, distributional RL, inverse RL, and more using OpenAI Gym and TensorFlow with extensive Math

Language: Jupyter Notebook - Size: 23.9 MB - Last synced at: about 1 month ago - Pushed at: about 4 years ago - Stars: 419 - Forks: 139

AminHP/gym-anytrading

The most simple, flexible, and comprehensive OpenAI Gym trading environment (Approved by OpenAI Gym)

Language: Python - Size: 3.64 MB - Last synced at: 29 days ago - Pushed at: over 1 year ago - Stars: 2,277 - Forks: 487

nuno-faria/tetris-ai

A deep reinforcement learning bot that plays tetris

Language: Python - Size: 8.73 MB - Last synced at: about 1 month ago - Pushed at: 10 months ago - Stars: 302 - Forks: 74

cristianofmc/brickcar

this is a classic car game made with bricks, and using a reinforcement learning AI, Q learning.

Language: Python - Size: 19.5 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

FerhatAkalan/DroneDeliverySystemQLearning

This project is an intelligent drone simulator that optimizes urban package deliveries using the Reinforcement Learning (Q-Learning) algorithm. Drones pick up packages from the cargo depot and learn the most efficient routes to deliver them to multiple delivery points.

Language: Python - Size: 555 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

bmarroc/reinforcement-learning

Jupyter notebooks implementing Reinforcement Learning algorithms in Numpy and Tensorflow

Language: Jupyter Notebook - Size: 2.84 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 1

KunkelAlexander/tictactoe_rl

Implement different reinforcement learning agents that learn playing tictactoe.

Language: Jupyter Notebook - Size: 4.36 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

sudharsan13296/Hands-On-Reinforcement-Learning-With-Python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

Language: Jupyter Notebook - Size: 41.9 MB - Last synced at: about 1 month ago - Pushed at: over 4 years ago - Stars: 852 - Forks: 323

JuliaPOMDP/TabularTDLearning.jl

Julia implementations of temporal difference Reinforcement Learning algorithms like Q-Learning and SARSA

Language: Julia - Size: 64.5 KB - Last synced at: 2 days ago - Pushed at: about 1 year ago - Stars: 11 - Forks: 5

Paperspace/DinoRunTutorial

Accompanying code for Paperspace tutorial "Build an AI to play Dino Run"

Language: Jupyter Notebook - Size: 405 KB - Last synced at: about 1 month ago - Pushed at: about 5 years ago - Stars: 326 - Forks: 102

linesd/tabular-methods

Tabular methods for reinforcement learning

Language: Python - Size: 1.51 MB - Last synced at: 19 days ago - Pushed at: almost 5 years ago - Stars: 38 - Forks: 8

vmayoral/basic_reinforcement_learning

An introductory series to Reinforcement Learning (RL) with comprehensive step-by-step tutorials.

Language: Jupyter Notebook - Size: 43.1 MB - Last synced at: about 1 month ago - Pushed at: almost 2 years ago - Stars: 1,153 - Forks: 366

MorvanZhou/Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

Language: Python - Size: 428 KB - Last synced at: about 1 month ago - Pushed at: about 1 year ago - Stars: 9,185 - Forks: 5,026

Devinterview-io/q-learning-interview-questions

🟣 Q Learning interview questions and answers to help you prepare for your next machine learning and data science interview in 2025.

Size: 32.2 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 3 - Forks: 4

Subramanyam6/Multi-Agent-War-Simulation-using-Reinforcement-Learning

This project simulates a virtual war between n RL-reasoning (Q-learning) agents.

Language: Python - Size: 1.25 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 6 - Forks: 0

glample/Arnold

Arnold - DOOM Agent

Language: Python - Size: 168 MB - Last synced at: about 1 month ago - Pushed at: over 3 years ago - Stars: 526 - Forks: 107

ishanrai17/rl-monte_carlo-vs-q-learning-benchmark

This project provides implementations of classic Reinforcement Learning (RL) algorithms—Monte Carlo and Q-Learning—on the OpenAI Gymnasium "CliffWalking-v0" environment. It is designed for benchmarking and educational purposes.

Language: Python - Size: 257 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

kkm24132/ReinforcementLearning

Focuses on Reinforcement Learning related concepts, use cases, and learning approaches

Language: Jupyter Notebook - Size: 7.56 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 7 - Forks: 3

MFaizan18/HedgeGPT

Experience the convergence of reinforcement learning and finance in this project, which implements a Q-learning agent for option pricing under the Black–Scholes model. Leveraging Monte Carlo simulation, B-spline basis functions, and a variance-based reward, the agent learns optimal hedging strategies to generate accurate, risk-neutral option price.

Language: Jupyter Notebook - Size: 628 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 1 - Forks: 0

jd-paul/tic-tac-bot

Simple Python Tic-Tac-Toe bot with four agents: RL, minimax, random, and humans

Language: Python - Size: 47.9 KB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

accel-brain/accel-brain-code

The purpose of this repository is to make prototypes as case study in the context of proof of concept(PoC) and research and development(R&D) that I have written in my website. The main research topics are Auto-Encoders in relation to the representation learning, the statistical machine learning for energy-based models, adversarial generation networks(GANs), Deep Reinforcement Learning such as Deep Q-Networks, semi-supervised learning, and neural network language model for natural language processing.

Language: Python - Size: 98.3 MB - Last synced at: 6 days ago - Pushed at: over 1 year ago - Stars: 313 - Forks: 92

Sphincz/PacmanRL

PacmanRL - Reinforcement Learning for Pacman (Q-Learning / SARSA)

Language: Python - Size: 1.92 MB - Last synced at: about 1 month ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

mpatacchiola/dissecting-reinforcement-learning

Python code, PDFs and resources for the series of posts on Reinforcement Learning which I published on my personal blog

Language: Python - Size: 28.1 MB - Last synced at: about 1 month ago - Pushed at: about 2 years ago - Stars: 621 - Forks: 180

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.

Language: Python - Size: 27.3 KB - Last synced at: 4 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

HoshiyamaSeizen/rl-dqn-comparison

Double Q-learning, Prioritized replay, Dueling networks comparison

Language: Python - Size: 1.1 MB - Last synced at: 24 days ago - Pushed at: about 1 month ago - Stars: 0 - Forks: 0

anielmelo/qLearning

labirinto q-learning

Language: Python - Size: 224 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Arash-Mansourpour/Reinforcement-Learning_AD-Optimization

AI-powered ad optimization using Reinforcement Learning and Groq API to maximize click-through rates

Language: Python - Size: 16.6 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

szx21023/reinforcement-learning

wanna use reinforcement learning to conquer all games

Language: Python - Size: 31.3 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

matthew-zhu/MACC-RL Fork of DVSimon/295bEnv

Multi-Agent Coverage Control Utilizing Reinforcement Learning

Size: 11.2 MB - Last synced at: about 1 month ago - Pushed at: over 5 years ago - Stars: 7 - Forks: 3

SXKA/tic-tac-toe

A command-line Tic-Tac-Toe game using a custom TF‑Agents environment with two competing agents trained via Q-learning.

Language: Python - Size: 266 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

SXV357/Inspirit-AI-Deep-Dive-Designing-DL-Systems-FinalProject-RL-for-Autonomous-Vehicles

This project uses Reinforcement Learning to teach an agent to drive by itself and learn from its observations so that it can maximize the reward(180+ lines)

Language: Jupyter Notebook - Size: 14.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 3 - Forks: 0

XinJingHao/DRL-Pytorch

Clean, Robust, and Unified PyTorch implementation of popular Deep Reinforcement Learning (DRL) algorithms (Q-learning, Duel DDQN, PER, C51, Noisy DQN, PPO, DDPG, TD3, SAC, ASL)

Language: Python - Size: 56.9 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2,368 - Forks: 302

PimLb/olfactory-navigation

A repository for everything olfactory navigation related.

Language: Python - Size: 472 MB - Last synced at: 22 days ago - Pushed at: 22 days ago - Stars: 0 - Forks: 0

05sanjaykumar/Maze-Solver-Reinforcement-Learning

Reinforcement Learning maze solver using Q-learning and Deep Q-learning.

Language: Python - Size: 27.3 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Pdq1227/Stock-Trading-with-Q-Learning-Algorithm

An application using Q-Learning for Stock Trading

Language: Python - Size: 27.3 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Sea-Snell/Implicit-Language-Q-Learning

Official code from the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning"

Language: Python - Size: 1.14 MB - Last synced at: about 2 months ago - Pushed at: almost 2 years ago - Stars: 207 - Forks: 18

meskoj/Reinforcement-Learning

A set of exercises with relative solutions from Sutton and Barto book and OPENAI GYM

Language: Python - Size: 81.7 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

RezaSaadatyar/Reinforcement-Learning

The repository contains codes for RL (e.g., Q-Learning, Monte Carlo, …) in the form of Python files.

Language: Jupyter Notebook - Size: 60.6 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

Lucien-MG/deep-rl-hugging-face

Python implementation of the Hugging Face's Reinforcement Learning tutorial.

Language: Python - Size: 1.59 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

HubertSzydlowski/Reinforcement-Learning-Agents-for-PettingZoo-Games

Language: Jupyter Notebook - Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

thomashicken/lunar

This project implements a Q-learning agent with experience replay and a neural network function approximator to solve the LunarLander-v2 environment.

Language: Python - Size: 0 Bytes - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 0 - Forks: 0

DavideDevetak24/Reinforcement-Learning-for-Algorithmic-Trading-A-Q-Learning-Approach-to-Strategy-Optimization

This project analyzes two algorithmic trading strategies: the first one is a simple rule-based strategy, the second one leverages a Reinforcement Learning (RL) approach using Q-Learning

Language: R - Size: 685 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 1 - Forks: 0

mbeps/custom-q-learning-agent

Custom Reinforcement Learning agent built using Q-Learning. This is a coursework for the Machine Learning (6CCS3ML1) module for King's College London.

Language: Python - Size: 107 KB - Last synced at: 7 days ago - Pushed at: about 2 months ago - Stars: 2 - Forks: 0

ewdlop/MachineLearningInUnity

Q-Learning written in C#. Made with Unity. https://unity.com/releases/unity-6

Language: C# - Size: 400 KB - Last synced at: about 1 month ago - Pushed at: 5 months ago - Stars: 1 - Forks: 0

saharshmehrotra/Job-Shop-Scheduling-using-Reinforcement-Learning

Job-Shop Scheduling Problem (JSSP) using Reinforcement Learning by training intelligent agents in a custom simulation environment

Language: Jupyter Notebook - Size: 4.17 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Guille-ux/ux-framework

a framework with a lot of things, and they work

Language: Python - Size: 20.4 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

havva-nur-ezginci/ML-Applications

💡This project involves the implementation of machine learning (ML) algorithms 💻🔍on various datasets.

Language: Jupyter Notebook - Size: 4.08 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

ivotints/Learn2Slither

A reinforcement learning project where a snake learns to navigate and survive in a dynamic environment through Q-learning.

Language: Python - Size: 17.4 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 1 - Forks: 0

Prayag2003/across-protocol-discord-bot

R.O.S.S - Discord Bot for Across Protocol

Language: Python - Size: 21.1 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 0 - Forks: 0

Morri3/GymCar

This is the coursework of the COMP4125 in 2025.

Language: Python - Size: 99.5 MB - Last synced at: 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

shasankp000/AI-Player

A minecraft mod which aims to add a "second player" into the game which will actually be intelligent.

Language: Java - Size: 2 MB - Last synced at: 2 months ago - Pushed at: 2 months ago - Stars: 51 - Forks: 4

pdoup/Q-Cobra

DQN Agent for Snake 🐍

Language: Python - Size: 199 KB - Last synced at: about 2 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

AnirbanBanik1998/SPARQ

Mobility-aware Dynamic Joint Power Control and Resource Allocation for D2D underlaying cellular networks

Language: Python - Size: 65.4 KB - Last synced at: 2 months ago - Pushed at: almost 5 years ago - Stars: 15 - Forks: 2

utkuatasoy/Othello-Reversi-AI

This project presents an AI-driven Othello (Reversi) game designed to compare multiple algorithms, including Minimax, MCTS, A*, Q-Learning, and Negamax. It demonstrates various difficulty levels, which introduce controlled randomness to the AI for a more dynamic gameplay experience.

Language: Python - Size: 1010 KB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 1 - Forks: 0

Paraskevi-KIvroglou/rl-pong-agent

A project developed as part of exploring deep reinforcement learning applications.

Language: Jupyter Notebook - Size: 92.6 MB - Last synced at: about 20 hours ago - Pushed at: 8 months ago - Stars: 1 - Forks: 0

reshalfahsi/swinging-up-acrobot

Swinging Up Acrobot with n-Step Q-Learning

Language: Jupyter Notebook - Size: 1.92 MB - Last synced at: about 1 month ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

zw007981/BasicRLAlgo

a Python library that implements various reinforcement learning algorithms using PyTorch and Gymnasium

Language: Python - Size: 32.7 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

Ofekirsh/RL-FlappyBird

Reinforcement Learning agent that plays Flappy Bird using Q-Learning and SARSA, implemented from scratch. Includes a custom environment, tabular Q-table updates, and performance visualization.

Language: Jupyter Notebook - Size: 17.1 MB - Last synced at: 3 months ago - Pushed at: 3 months ago - Stars: 0 - Forks: 0

odinhg/Q-Learning-Tutorial

This is an introductory tutorial to tabular Q-learning in Norwegian.

Language: TeX - Size: 3.38 MB - Last synced at: about 22 hours ago - Pushed at: about 1 year ago - Stars: 1 - Forks: 0

jczic/MicroMLP

A micro neural network multilayer perceptron for MicroPython (used on ESP32 and Pycom modules)

Language: Python - Size: 209 KB - Last synced at: 4 days ago - Pushed at: over 4 years ago - Stars: 188 - Forks: 27

Related Keywords
q-learning 1,232 reinforcement-learning 852 machine-learning 244 python 234 deep-learning 136 artificial-intelligence 135 deep-reinforcement-learning 130 sarsa 126 ai 113 dqn 101 openai-gym 87 reinforcement-learning-algorithms 80 pytorch 75 deep-q-learning 72 neural-network 65 value-iteration 63 deep-q-network 58 tensorflow 57 policy-iteration 57 policy-gradient 55 python3 51 markov-decision-processes 51 gym 43 pygame 41 q-learning-algorithm 39 sarsa-learning 39 rl 37 tic-tac-toe 34 genetic-algorithm 33 actor-critic 33 monte-carlo 31 keras 30 neural-networks 29 epsilon-greedy 29 game 28 dynamic-programming 27 reinforcement-learning-agent 27 ppo 23 numpy 22 gym-environment 21 agent 21 mdp 20 simulation 20 temporal-differencing-learning 20 qlearning 19 frozenlake 19 reinforcement-learning-environments 19 java 18 double-dqn 18 machine-learning-algorithms 18 jupyter-notebook 17 snake-game 17 sarsa-lambda 17 maze-solver 17 ddpg 17 openai 16 robotics 15 minimax 15 alpha-beta-pruning 15 q-learning-vs-sarsa 15 double-q-learning 15 td-learning 14 bellman-equation 14 deep-neural-networks 14 flappy-bird 13 dqn-pytorch 13 monte-carlo-tree-search 13 monte-carlo-methods 13 atari 13 cnn 13 gymnasium 13 maze 13 td3 13 dueling-dqn 13 tictactoe 12 convolutional-neural-networks 12 minimax-algorithm 12 gridworld 12 artificial-neural-networks 12 prioritized-experience-replay 12 expected-sarsa 12 multi-agent-reinforcement-learning 12 javascript 11 keras-tensorflow 11 ml 11 game-theory 11 snake 11 cartpole 11 grid-world 11 cpp 11 reinforce 11 optimization 10 mountain-car 10 multiagent-reinforcement-learning 9 matplotlib 9 data-science 9 pathfinding 9 evolutionary-algorithms 9 cliffwalking 9 open-ai-gym 9