Projects in Awesome Lists tagged with q-learning

https://github.com/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/

a3c ddpg deep-reinforcement-learning double-dqn dqn dueling-dqn easy-rl imitation-learning policy-gradient ppo q-learning reinforcement-learning sarsa td3

Last synced: 16 Dec 2024

https://github.com/morvanzhou/reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

a3c actor-critic asynchronous-advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network double-dqn dqn dueling-dqn machine-learning policy-gradient ppo prioritized-replay proximal-policy-optimization q-learning reinforcement-learning sarsa sarsa-lambda tensorflow-tutorials tutorial

Last synced: 17 Dec 2024

https://github.com/MorvanZhou/Reinforcement-learning-with-tensorflow

Simple Reinforcement learning tutorials, 莫烦Python 中文AI教学

a3c actor-critic asynchronous-advantage-actor-critic ddpg deep-deterministic-policy-gradient deep-q-network double-dqn dqn dueling-dqn machine-learning policy-gradient ppo prioritized-replay proximal-policy-optimization q-learning reinforcement-learning sarsa sarsa-lambda tensorflow-tutorials tutorial

Last synced: 01 Nov 2024

https://github.com/aminhp/gym-anytrading

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

dqn forex gym-environments openai-gym q-learning reinforcement-learning stocks trading trading-algorithms trading-environments

Last synced: 20 Dec 2024

https://github.com/AminHP/gym-anytrading

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

dqn forex gym-environments openai-gym q-learning reinforcement-learning stocks trading trading-algorithms trading-environments

Last synced: 13 Nov 2024

https://github.com/vmayoral/basic_reinforcement_learning

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

ai artificial-intelligence deep-learning deeplearning neural-networks openai-gym q-learning reinforcement-learning tutorial

Last synced: 15 Dec 2024

https://github.com/pskrunner14/trading-bot

Stock Trading Bot using Deep Q-Learning

ai-agents deep-q-learning q-learning reinforcement-learning stock-price-prediction stock-trading stock-trading-bot trading-algorithms trading-bot

Last synced: 28 Oct 2024

https://github.com/sudharsan13296/hands-on-reinforcement-learning-with-python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

asynchronous-advantage-actor-critic deep-deterministic-policy-gradient deep-learning-algorithms deep-q-network deep-recurrent-q-network deep-reinforcement-learning double-dqn drqn dueling-dqn hindsight-experience-replay markov-decision-processes monte-carlo openai-gym policy-gradient policy-gradients ppo q-learning reinforcement-learning sarsa trpo

Last synced: 18 Dec 2024

https://github.com/sudharsan13296/Hands-On-Reinforcement-Learning-With-Python

Master Reinforcement and Deep Reinforcement Learning using OpenAI Gym and TensorFlow

asynchronous-advantage-actor-critic deep-deterministic-policy-gradient deep-learning-algorithms deep-q-network deep-recurrent-q-network deep-reinforcement-learning double-dqn drqn dueling-dqn hindsight-experience-replay markov-decision-processes monte-carlo openai-gym policy-gradient policy-gradients ppo q-learning reinforcement-learning sarsa trpo

Last synced: 03 Nov 2024

https://github.com/omerbsezer/reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

a3c actor-critic deep-reinforcement-learning dyna dynamic-programming imitation-learning machine-learning meta-learning policy-gradient pomdps q-learning reinforcement-learning sarsa td-learning tutorial

Last synced: 21 Dec 2024

https://github.com/omerbsezer/Reinforcement_learning_tutorial_with_demo

Reinforcement Learning Tutorial with Demo: DP (Policy and Value Iteration), Monte Carlo, TD Learning (SARSA, QLearning), Function Approximation, Policy Gradient, DQN, Imitation, Meta Learning, Papers, Courses, etc..

a3c actor-critic deep-reinforcement-learning dyna dynamic-programming imitation-learning machine-learning meta-learning policy-gradient pomdps q-learning reinforcement-learning sarsa td-learning tutorial

Last synced: 27 Nov 2024

https://github.com/mpatacchiola/dissecting-reinforcement-learning

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

actor-critic deep-reinforcement-learning dissecting-reinforcement-learning drone-landing genetic-algorithm inverted-pendulum markov-chain mountain-car multi-armed-bandit neural-networks q-learning reinforcement-learning sarsa temporal-differencing-learning

Last synced: 21 Dec 2024

https://github.com/glample/Arnold

Arnold - DOOM Agent

artificial-intelligence doom doom-2 neural-network q-learning reinforcement-learning self-playing vizdoom-competition

Last synced: 14 Nov 2024

https://github.com/VinF/deer

DEEp Reinforcement learning framework

deep-reinforcement-learning policy-gradient q-learning

Last synced: 27 Nov 2024

https://github.com/filangelos/qtrader

Reinforcement Learning for Portfolio Management

algorithmic-trading python q-learning recurrent-neural-networks reinforcement-learning

Last synced: 29 Oct 2024

https://github.com/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

a2c a3c actor-critic bellman-equation c51 ddpg deep-learning deep-reinforcement-learning double-dqn dqn inverse-reinforcement-learning openai-gym policy-gradient ppo q-learning reinforcement-learning sac td3 trpo

Last synced: 16 Dec 2024

https://github.com/lucidrains/q-transformer

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

artificial-intelligence attention-mechanisms deep-learning offline-learning q-learning robotics transformers

Last synced: 20 Dec 2024

https://github.com/paperspace/dinoruntutorial

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

jupyter-notebook keras-tensorflow machine-learning paperspace q-learning reinforcement-learning

Last synced: 16 Dec 2024

https://github.com/Paperspace/DinoRunTutorial

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

jupyter-notebook keras-tensorflow machine-learning paperspace q-learning reinforcement-learning

Last synced: 27 Nov 2024

https://github.com/cool-rr/marley

A framework for multi-agent reinforcement learning.

ai hacktoberfest keras machine-learning python q-learning reinforcement-learning tensorflow

Last synced: 21 Dec 2024

https://github.com/cool-RR/marley

A framework for multi-agent reinforcement learning.

ai hacktoberfest keras machine-learning python q-learning reinforcement-learning tensorflow

Last synced: 12 Nov 2024

https://github.com/nuno-faria/tetris-ai

A deep reinforcement learning bot that plays tetris

deep-reinforcement-learning game-ai q-learning tetris

Last synced: 16 Dec 2024

https://github.com/cyoon1729/deep-Q-networks

Implementations of algorithms from the Q-learning family. Implementations inlcude: DQN, DDQN, Dueling DQN, PER+DQN, Noisy DQN, C51

deep-q-network pytorch q-learning reinforcement-learning

Last synced: 27 Nov 2024

https://github.com/allenpandas/reinforcement-learning-papers

📚 List of Top-tier Conference Papers on Reinforcement Learning (RL)，including: NeurIPS, ICML, AAAI, IJCAI, AAMAS, ICLR, ICRA, etc.

aaai artificial-intelligence deep-reinforcement-learning dqn hierarchical-reinforcement-learning icml ijcai imitation-learning meta-reinforcement-learning multi-agent-reinforcement-learning neurips offline-reinforcement-learning policy-gradient q-learning reinforcement-learning reinforcement-learning-conferences reinforcement-learning-conferences-papers reinforcement-learning-paper reinforcement-learning-papers rl-papers

Last synced: 23 Nov 2024

https://github.com/navjindervirdee/2048-deep-reinforcement-learning

Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning

2048-game convolutional-neural-networks deep-q-learning deep-q-network deep-reinforcement-learning neural-network q-learning reinforcement-learning

Last synced: 01 Dec 2024

https://github.com/sea-snell/implicit-language-q-learning

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

implicit-q-learning iql language-model nlp offline-rl python pytorch q-learning reinforcement-learning

Last synced: 06 Dec 2024

https://github.com/jczic/MicroMLP

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

ai ann artificial-intelligence deep-learning deeplearning esp32 hc2 lopy machine-learning micropython mlp multilayer-perceptron neural-network neurons predictive-modeling pycom q-learning qlearning wipy

Last synced: 07 Nov 2024

https://github.com/jczic/micromlp

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

ai ann artificial-intelligence deep-learning deeplearning esp32 hc2 lopy machine-learning micropython mlp multilayer-perceptron neural-network neurons predictive-modeling pycom q-learning qlearning wipy

Last synced: 12 Nov 2024

https://github.com/lucidrains/llama-qrlhf

Implementation of the Llama architecture with RLHF + Q-learning

artificial-intelligence attention deep-learning q-learning

Last synced: 20 Dec 2024

https://github.com/unity-technologies/q-gridworld

Demo project using tabular Q-learning algorithm

q-learning reinforcement-learning unity unity3d

Last synced: 07 Oct 2024

https://github.com/agentmaker/paddle-rlbooks

Paddle-RLBooks is a reinforcement learning code study guide based on pure PaddlePaddle.

actor-critic c51 ddpg double-dqn dqn dueling-dqn noisy-dqn nstep-dqn paddlepaddle policy-gradient policy-gradient-with-baseline policy-iteration q-learning reinforce reinforcement-learning sac sarsa td3 value-iteration

Last synced: 01 Dec 2024

https://github.com/chen0040/java-reinforcement-learning

Package provides java implementation of reinforcement learning algorithms such Q-Learn, R-Learn, SARSA, Actor-Critic

actor-critic java q-learning reinforcement-learning sarsa sarsa-lambda

Last synced: 16 Dec 2024

https://github.com/juliamusic/pianofingering.jl

(Experimental, a lot of bugs) Automatic fingering generator for piano scores, determining optimal fingering using Model-Based Reinforcement Learning, written in the Julia language.

dyna julia julia-language julia-package mdp model-based-reinforcement-learning music21 piano piano-fingering piano-fingers piano-keyboard q-learning reinforcement-learning

Last synced: 12 Oct 2024

https://github.com/ravi72munde/chrome-dino-reinforcement-learning

An RL implementation in Keras

chrome-dino-game convolutional-neural-networks q-learning reinforcement-learning

Last synced: 16 Dec 2024

https://github.com/urinx/reinforcementlearning

Reinforcing Your Learning of Reinforcement Learning

advantage-actor-critic alphago alphago-zero atari-2600 cartpole ddpg doom dqn frozenlake gomoku mcts policy-gradient ppo q-learning reinforcement-learning space-invaders tic-tac-toe

Last synced: 06 Nov 2024

https://github.com/lufficc/dqn

Implementation of q-learning using TensorFlow

machine-learning q-learning reinforcement-learning

Last synced: 13 Nov 2024

https://github.com/gsurma/deep_traffic

MIT DeepTraffic top 2% solution (75.01 mph) 🚗.

artificial-intelligence deep-traffic dqn hyperparameter-optimization javascript machine-learning q-learning reinforcement-learning traffic

Last synced: 18 Nov 2024

https://github.com/dmitrijsc/practical-rl

Reinforcement learning in Julia. Solving OpenAI gym.

cross-entropy frozenlake julia julialang mxnet openai openai-gym q-learning reinforcement-learning

Last synced: 12 Oct 2024

https://github.com/daugaard/q-learning-simple-game

ai ml q-learning reinforcement-learning ruby rubyml

Last synced: 18 Nov 2024

https://github.com/vivek3141/pacman-ai

A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning

artificial-intelligence deep-q-learning dopamine dqn neat neat-python neural-network neuroevolution pacman python q-learning reinforcement-learning tensorflow tensorflow-rl

Last synced: 02 Nov 2024

https://github.com/makaveli10/reinforcementlearning

Reinforcement Learning - Implementation of Exercises, algorithms from the book Sutton Barto and David silver's RL course in Python, OpenAI Gym.

david-silver-course double-dqn dqn dqn-pytorch dynamic-programming experience-replay machine-learning model-free-rl monte-carlo-methods n-step-bootstrapping n-step-sarsa prioritized-experience-replay q-learning q-learning-vs-sarsa random-walk reinforcement-learning sarsa sutton-gambler sutton-gridworld td-learning

Last synced: 27 Oct 2024

https://github.com/mimoralea/king-pong

Deep Reinforcement Learning Pong Agent, King Pong, he's the best

agent deep-learning deep-q-network deep-reinforcement-learning dqn king-pong machine-learning percept q-learning reinforcement-learning reinforcement-learning-algorithms

Last synced: 08 Nov 2024

https://github.com/satwikkansal/q-learning-taxi-v3

Simple q-learning implementation for taxi-v3 environment of Open AI gym.

gym python q-learning reinforcement-learning taxi-v2 taxi-v3

Last synced: 07 Nov 2024

https://github.com/tirthajyoti/rl_basics

Basic Reinforcement Learning algorithms

artificial-intelligence machine-learning machine-learning-algorithms policy-iteration q-learning reinforcement-learning td-learning temporal-differencing-learning value-iteration

Last synced: 23 Oct 2024

https://github.com/entrpn/fingym

A tool for developing reinforcement learning algorithms focused in stock prediction

artificial-intelligence artificial-intelligence-algorithms evolution-strategies evolutionary-algorithms evolutionary-strategy python q-learning reinforcement-agents reinforcement-learning reinforcement-learning-environments reinforcement-learning-playground stock-market stock-price-prediction

Last synced: 15 Nov 2024

https://github.com/neymarl/pacman-rl

Implement some reinforcement learning algorithms, test and visualize on Pacman.

actor-critic pacman policy policy-gradient q-learning reinforcement-learning sarsa-lambda

Last synced: 08 Nov 2024

https://github.com/vivek3141/rubiks-cube-ai

Using Deep Reinforcement Learning, a computer program learns how to solve the Rubik's Cube, the world's most popular toy.

machine-learning q-learning reinforcement-learning rubiks-cube

Last synced: 25 Oct 2024

https://github.com/stratismarkou/sample-efficient-bayesian-rl

Source for the sample efficient tabular RL submission to the 2019 NIPS workshop on Biological and Artificial RL

bayesian-inference bayesian-methods bayesian-q-learning efficient-rl exploration exploration-exploitation moment-matching posterior-sampling psrl q-learning reinforcement-learning reproducible-research tabular-environments tabular-methods uncertainty-bellman-equation

Last synced: 15 Oct 2024

https://github.com/jacobkahn/reinforcement-learning-market-microstructure

Using Q-learning to better navigate orderbooks.

deep-learning financial-markets machine-learning neural-networks orderbook q-learning reinforcement-learning

Last synced: 14 Oct 2024

https://github.com/mtrazzi/gym-alttp-gridworld

A gym environment for Stuart Armstrong's model of a treacherous turn.

demo game gym-environment numpy python3 q-learning reinforcement-learning simulation zelda

Last synced: 14 Oct 2024

https://github.com/chen0040/java-reinforcement-learning-flappy-bird

Demo of java-reinforcement-learning library using flappy bird

actor-critic flappy-bird q-learning r-learning reinforcement-learning sarsa

Last synced: 16 Dec 2024

https://github.com/anroshka/snake-ai

🐍 A Snake game AI that learns to play through Deep Q-Learning. Built with PyTorch and Pygame, featuring CUDA acceleration and real-time visualization of the learning process.

artificial-intelligence collaborate collaboration cuda deep-learning deep-q-learning dqn game-ai gpu-acceleration machine-learning neural-network pygame python pytorch q-learning reinforcement-learning snake-game

Last synced: 03 Dec 2024

https://github.com/sayakpaul/floydhub-q-learning-blog

Contains the Jupyter Notebook made for a FloydHub article on Q-Learning

pytorch q-learning reinforcement-learning

Last synced: 09 Nov 2024

https://github.com/alvinwan/bots-for-atari-games

Bots for Atari Games using Reinforcement Learning

atari-games deep-learning deep-reinforcement-learning frozenlake q-learning reinforcement-learning spaceinvaders

Last synced: 11 Oct 2024

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: 27 Oct 2024

https://github.com/juliapomdp/tabulartdlearning.jl

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

q-learning reinforcement-learning sarsa

Last synced: 09 Nov 2024

https://github.com/farshidnooshi/pacman-projects

Principles & Applications of Artificial Intelligence at Amirkabir University of Technology course projects

bayes-network constraint-satisfaction-problem markov-decision-processes mdp pacman-projects q-learning reinforcement-learning sampling search

Last synced: 23 Oct 2024

https://github.com/msoedov/q-learner

Open ai gym q-learning for SpaceInvaders

gym open-ai q-learning

Last synced: 13 Dec 2024

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: 21 Nov 2024

https://github.com/adityajn105/flappy-bird-deep-q-learning

Flappy Bird Game trained on a Double Dueling Deep Q Network with Prioritized Experience Replay

cnn deep-learning dueling-dqn image-processing prioritized-experience-replay q-learning reinforcement-learning torch

Last synced: 15 Nov 2024

https://github.com/addy1997/rl-algorithms

This repository has RL algorithms implemented using python

double-expected-sarsa double-sarsa epsilon-greedy-exploration expected-sarsa gradient-bandits hacktoberfest hacktoberfest2020 monte-carlo-methods q-learning q-learning-vs-sarsa reinforcement-learning rl-algorithms sarsa

Last synced: 07 Nov 2024

https://github.com/garethjns/reinforcement-learning-keras

Reinforcement learning algorithms implemented in Keras (tensorflow==2.3) and sklearn

dqn keras policy-gradient q-learning reinforcement-learning tensorflow2

Last synced: 13 Oct 2024

https://github.com/thomas-bouvier/floppy-bird

Flappy Bird-like game including a Q-learning algorithm and a neural network-based algorithm (NEAT) for artificial intelligence

artificial-intelligence evolutionary-algorithm flappy-bird genetic-algorithm neat neural-network q-learning

Last synced: 15 Dec 2024

https://github.com/lhvy/taxi-v3-q-learning

A simple Q-learning implementation in OpenAI Gym's "Taxi-v3" environment.

gym machine-learning openai-gym python-3 python3 q-learning reinforcement-learning

Last synced: 24 Oct 2024

https://github.com/chen0040/java-reinforcement-learning-tic-tac-toe

Demo of reinforcement learning using tic-tac-toe

q-learning reinforcement-learning sarsa tic-tac-toe

Last synced: 16 Dec 2024

https://github.com/jihoonerd/rl-maze

Simple maze solver by reinforcement learning

maze policy-gradient q-learning reinforce reinforcement-learning sarsa tutorial

Last synced: 15 Nov 2024

https://github.com/rauhul/cs446

Machine Learning UIUC SP 2018

expectation-maximization gaussian-mixture-models generative-adversarial-network k-means linear-regression logistic-regression multiclass-classification neural-network q-learning svm variational-autoencoder

Last synced: 02 Dec 2024

https://github.com/yashbansod/cmsc_818b_decision_making_in_robotics

Python implementation of projects for Decision making in robotics

decision-making gaussian-processes neural-network planning python q-learning reinforcement-learning robotics tsp

Last synced: 24 Oct 2024

https://github.com/howl-anderson/q_learning_demo

Show how Q-learning works from scratch

gym-environment q-learning reinforcement-learning reinforcement-learning-algorithms

Last synced: 21 Nov 2024

https://github.com/papachristoumarios/ntua-neuro-fuzzy-control

Neuro-Fuzzy Control Assignments for ECE NTUA 9th Semester Course "Neuro-Fuzzy Control and Applications" (ECE1374)

neural-control q-learning reinforcement-learning

Last synced: 13 Nov 2024

https://github.com/flakas/bubble-shooter-bot

Tensorflow and Q-Learning based Python bot for the Bubble Shooter flash game

bot bubble-shooter keras opencv python q-learning reinforcement-learning tensorflow

Last synced: 13 Oct 2024

https://github.com/sapanz/udacity-deep-reinforcement-learning-solution

This repo will cover most of machine learning algorithms with coding examples.

artificial-intelligence artificial-intelligence-algorithms deep-learning machine-learning machine-learning-algorithms machinelearning machinelearning-python q-learning reinforcement-learning reinforcement-learning-algorithms

Last synced: 26 Nov 2024

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: 11 Nov 2024

https://github.com/misaghsoltani/deepcubeai

Learning Discrete World Models for Heuristic Search

a-star-search deep-learning deep-q-network deep-reinforcement-learning deepcubea deepcubeai deepxube heuristic-search heuristic-search-algorithms model-based-reinforcement-learning planning q-learning q-star q-star-search reinforcement-learning representation-learning rlc2024 rubiks-cube sokoban world-model

Last synced: 10 Dec 2024

https://github.com/zyxue/rljs

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

agent algorithm policy-iteration q-learning react reinfrocement-learning rl-algorithms value-iteration

Last synced: 11 Dec 2024

https://github.com/accraze/lunar-lander

Solving the OpenAI Gym "Lunar Lander v2" environment

double-dqn openai-gym-solutions q-learning reinforcement-learning

Last synced: 11 Nov 2024

https://github.com/amirreza81/artificial-intelligence

Solutions to practical assignments of Artificial Intelligence course (CE-417) at Sharif University of Technology

a-star a-star-algorithm adversarial-search ai alpha-beta-pruning artificial-intelligence bayesian-networks cryptarithmetic decision-trees deep-learning logistic-regression machine-learning minimax-algorithm pytorch q-learning q-learning-vs-sarsa rainforcement-learning rl simulated-annealing simulated-annealing-algorithm

Last synced: 09 Nov 2024

https://github.com/tesu/byregot-bot

an attempt to use q-learning to solve ffxiv's crafting subgame

ffxiv machine-learning python q-learning

Last synced: 28 Nov 2024

https://github.com/siavashshams/intelligent-systems-projects

Projects for the Intelligent Systems course

birthday-problem central-limit-theorem decision-trees dynamic-programming gradient-descent hierarchical-clustering k-means-clustering knn logestic-regression naive-bayes-classifier neural-networks policy-iteration q-learning random-forest simulated-annealing svm-classifier value-iteration

Last synced: 29 Nov 2024

https://github.com/mauroluzzatto/learn-tictactoe-through-self-play

This repository contains a Q-Learning algorithm that learns to play TicTacToe through self-play.

gym gym-environment q-learning reinforcement-learning self-learning tic-tac-toe

Last synced: 11 Nov 2024

https://github.com/lincerely/breakout-q

train an AI to play breakout with simple Q-learning algorthim

breakout classic-game pygame python q-learning

Last synced: 28 Nov 2024

https://github.com/albertsgrc/q-mspacman

Implementation of an Artificial Intelligence for playing Pacman with Reinforcement Learning

mspacman neural-network q-learning reinforcement-learning

Last synced: 25 Nov 2024

https://github.com/nesta-gitu/simple-q

Low learning-curve implementation of standard Q-learning.

q-learning q-learning-package reinf reinforcement-learning-environments

Last synced: 19 Dec 2024

https://github.com/mehrab-kalantari/taxi-v3-q-learning

A simple Q-learning implementation in OpenAI Gym's "Taxi-v3" environment

openai-gym q-learning reinceforcement-learning taxi-v3

Last synced: 15 Nov 2024

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

This is my attempt at implementing the paper "Playing Atari with Deep Reinforcement Learning" By Volodymyr Mnih, Koray Kavukcuoglu, David Silver, Alex Graves, Ioannis Antonoglou, Daan Wierstra and Martin Riedmiller. This is my first attempt at both reading and implementing a research paper.

deep-q-network deep-reinforcement-learning q-learning reinforcement-learning

Last synced: 03 Oct 2024

https://github.com/banyc/reinforcement_learning

Dynamic programming. Value iteration methods. Monte Carlo controls. Q-learning.

dynamic-programming machine-learning monte-carlo q-learning reinforcement-learning

Last synced: 19 Nov 2024

https://github.com/praneethravuri/traffic-congestion-reduction-with-sarsa

This model applies SARSA reinforcement learning for efficient urban traffic and pedestrian management, incorporating simulation, algorithmic implementation, and evaluation to enhance safety and reduce congestion.

computational-modeling deep-learning machine-learning optimization pedestrian pygame python q-learning reinforcement-learning sarsa simulation threading traffic traffic-analysis traffic-signal traffic-signal-control traffic-signal-controller traffic-simulation urban-traffic

Last synced: 13 Oct 2024

https://github.com/virresh/rl_q_learning_sarsa

Reinforcement Learning Algorithms - Q-Learning and SARSA implemented

ai artificial-intelligence maze-solver openai-gym q-learning reinforcement-learning-algorithms sarsa

Last synced: 06 Dec 2024

https://github.com/bb4/bb4-q-learning

A generic Q-Learning with an example Tic-Tac-Toe implementation which uses it

ai q-learning

Last synced: 12 Nov 2024

https://github.com/primaryobjects/qlearning

A game using Q-Learning artificial intelligence.

ai artificial-intelligence game game-development gamedev javascript javascript-game markov markov-decision-processes node-js nodejs q-learning qlearning qlearning-algorithm reinforcement-learning reinforcement-learning-algorithms

Last synced: 29 Oct 2024

https://github.com/dalmia/p1_navigation

My solution code for the first project of Udacity's Deep Reinforcement Learning Nanodegree

artificial-intelligence deep-learning machine-learning python pytorch q-learning reinforcement-learning

Last synced: 18 Dec 2024

https://github.com/msokoloff1/q-learning

Basic q-learning algorithm for navigating through a maze. The agent has no prior knowledge of danger (red blocks) or the objective location (yellow block), it learns exclusively through experiencing the ramifications of its actions.

java q-learning reinforcement-learning

Last synced: 30 Nov 2024