bantu-4879/Atari_Games-Deep_Reinforcement_Learning

This repository hosts Jupyter notebooks showcasing the training of Atari games using a variety of Deep Reinforcement Learning (RL) algorithms such as Proximal Policy Optimization (PPO), Deep Deterministic Policy Gradient (DDPG), Deep Q-Networks (DQN), Advantage Actor-Critic (A2C), and more.

Language: Jupyter Notebook - Size: 341 KB - Last synced: 10 days ago - Pushed: 10 days ago - Stars: 1 - Forks: 0

arnaudstiegler/atari_game_RL

Replicating DeepMind experiments on Atari Games using Deep RL

Language: Python - Size: 144 MB - Last synced: 19 days ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

ykteh93/Deep_Reinforcement_Learning-Atari

Deep Q-Network (DQN) to play classic Atari Games

Language: Python - Size: 29.8 MB - Last synced: 29 days ago - Pushed: over 6 years ago - Stars: 9 - Forks: 2

sail-sg/envpool

C++-based high-performance parallel environment execution engine (vectorized env) for general RL environments.

Language: C++ - Size: 3.53 MB - Last synced: 30 days ago - Pushed: 2 months ago - Stars: 1,019 - Forks: 89

Francesco-Sovrano/Combining--experience-replay--with--exploration-by-random-network-distillation-

Combining Experience Replay with Exploration by Random Network Distillation

Language: Python - Size: 761 KB - Last synced: about 1 month ago - Pushed: over 4 years ago - Stars: 5 - Forks: 1

Hephaest/AtariCentipedeGame 📦

Atari Centipede Game created by C. (C 实现 Atari 经典街机游戏《飞天蜈蚣》)

Language: C - Size: 4.51 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

davide97l/rl-policies-attacks-defenses

Adversarial attacks on Deep Reinforcement Learning (RL)

Language: Jupyter Notebook - Size: 346 MB - Last synced: about 1 month ago - Pushed: over 3 years ago - Stars: 72 - Forks: 12

stavrossk/robbo Fork of Zibx/robbo

Port of the 1989 Atari game with the same name. Made with JavaScript.

Language: JavaScript - Size: 540 KB - Last synced: about 1 month ago - Pushed: over 7 years ago - Stars: 1 - Forks: 0

metalbabble/pothole

PotHole for Atari 2600

Language: Visual Basic - Size: 813 KB - Last synced: about 2 months ago - Pushed: over 6 years ago - Stars: 0 - Forks: 0

vxncius-dev/asteroids

Asteroids Game in Javascript

Language: JavaScript - Size: 37.1 KB - Last synced: about 2 months ago - Pushed: about 2 months ago - Stars: 0 - Forks: 0

dev-michael-schmidt/atari-breakout-cnn

A convolutional net, re-inforcement learning model that plays Atari's Breakout

Language: Python - Size: 13.4 MB - Last synced: 2 months ago - Pushed: 2 months ago - Stars: 0 - Forks: 0

yujansaya/a3c_agent_pytorch

This code implements an Asynchronous Advantage Actor-Critic (A3C) algorithm using PyTorch to train an agent to play the Atari game "Boxing"

Language: Python - Size: 10.7 KB - Last synced: 3 months ago - Pushed: 3 months ago - Stars: 0 - Forks: 0

Harsha1997/DeepLearning-in-Atari-Games

This is a deep learning project where we simulate the Assault game and see how DQN and DDQN models use their functions to predict Q-values.

Language: Jupyter Notebook - Size: 2.07 MB - Last synced: 3 months ago - Pushed: almost 2 years ago - Stars: 1 - Forks: 0

liuyuezhang/pyrl

PyTorch deep reinforcement learning library focusing on reproducibility and readability.

Language: Python - Size: 107 KB - Last synced: 4 months ago - Pushed: over 4 years ago - Stars: 4 - Forks: 1

davide97l/Rainbow

Implementation and evaluation of the RL algorithm Rainbow to learn to play Atari games.

Language: Python - Size: 90.6 MB - Last synced: about 1 month ago - Pushed: almost 4 years ago - Stars: 9 - Forks: 2

adhiiisetiawan/atari-dqn

Implementation Deep Q Network to play Atari Games

Language: Python - Size: 3.66 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 0 - Forks: 0

hutanmihai/reinforcement-learning-skiing

⛷ DQN and DDQN algorithms for OpenAI Gym Skiing environment 🎮

Language: Python - Size: 20.9 MB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 1 - Forks: 0

qlan3/MeDQN

The official implementation of MeDQN algorithm.

Language: Python - Size: 312 KB - Last synced: 4 months ago - Pushed: 4 months ago - Stars: 9 - Forks: 0

igorski/slocum-tracker

JavaScript based tracker application that exports compositions into assembly code for Paul Slocums Sequencer Kit for Atari 2600

Language: JavaScript - Size: 557 KB - Last synced: about 2 months ago - Pushed: over 2 years ago - Stars: 11 - Forks: 0

MattWeinberg24/atari-missile-memorizer

A simple memory game for Atari 2600

Language: Assembly - Size: 5.86 KB - Last synced: 6 months ago - Pushed: 6 months ago - Stars: 0 - Forks: 0

bonniepeng2002/Missile-Command

A colorful spin on Atari's game of Missile Command.

Language: Python - Size: 50.8 KB - Last synced: 7 months ago - Pushed: over 3 years ago - Stars: 1 - Forks: 0

pedgarcia/tection

Tetris clone made with OSS Action! Language

Size: 55.7 KB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 0 - Forks: 0

pvbestinfoo/Atari_8-Bit_Rom_Image_File_Explorer

Atari 8-bit Rom Image File Explorer based upon ATR Image Explorer

Language: HTML - Size: 621 KB - Last synced: 5 months ago - Pushed: 5 months ago - Stars: 2 - Forks: 0

boreec/Space-Race

Implementation of the Space Race game, created by Atari.

Language: Rust - Size: 591 KB - Last synced: 8 months ago - Pushed: 8 months ago - Stars: 1 - Forks: 0

Adamantios/Atari-Skiing-RL

Reinforcement Learning Project, on Atari's skiing game, using OpenAI gym.

Language: Python - Size: 3.4 MB - Last synced: 3 months ago - Pushed: over 4 years ago - Stars: 2 - Forks: 2

harperbolic/Seraphs2600

Atari 2600 game made with Assembly 6502

Language: Assembly - Size: 62.5 KB - Last synced: 9 months ago - Pushed: 9 months ago - Stars: 3 - Forks: 0

toth-adam/nec_tensorflow

Custom implementation of Deepmind's Neural Episodic Control.

Language: Python - Size: 1.09 MB - Last synced: 10 months ago - Pushed: about 6 years ago - Stars: 6 - Forks: 1

ktzsh/DeepRLTensorflow

Implementation of DQN, DDQN and DRQNs for Atari Games in Tensorflow. [Work in Progress]

Language: Python - Size: 172 KB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 1 - Forks: 1

carlb15/Humans_and_RL_in_Atari Fork of wuhoward/CCM_Final

In this project, we attempt to equip the agent with the recognition of basic components of an Atari game environment through curriculum learning—gleaned from human developmental psychology—and evaluate its performance. Our best agent was pre-trained on a carefully designed curriculum to learn to complete a new game 5x faster than regular agents. By analyzing our agent’s behavior, we can examine how it acquires knowledge and skills differently from humans.

Language: Python - Size: 745 KB - Last synced: 10 months ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

pavitrakumar78/Playing-custom-games-using-Deep-Learning

Implementation of Google's paper on playing atari games using deep learning in python.

Language: Python - Size: 61.7 MB - Last synced: 10 months ago - Pushed: over 5 years ago - Stars: 25 - Forks: 6

Roshyoshi/Pong-py

Simple Pong AI that you cannot beat.

Language: Python - Size: 6.93 MB - Last synced: 10 months ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

mkl04/RL_project

Reinforcement Learning's project

Language: Python - Size: 5.9 MB - Last synced: 10 months ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 0

sabre-code/Reinforcement-Learning

Reinforcement Learning Projects - Breakout, Car Racing, Cart Pole

Language: Jupyter Notebook - Size: 1.04 GB - Last synced: 7 months ago - Pushed: 7 months ago - Stars: 1 - Forks: 1

CasteSoftworks/Maze-Escape

This repo contains the source code of Maze Escape, a 3 level maze game for the Atari 2600. You can find the compiled version here https://castesoftworks.itch.io/maze-escape

Language: VBA - Size: 10.7 KB - Last synced: 11 months ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

arthurealike/batman2600

Unofficial Dark knight game for Atari 2600

Language: Assembly - Size: 409 KB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 24 - Forks: 1

SamanKhamesian/Hybrid-Self-Attention-NEAT

This repository is the official implementation of the Hybrid Self-Attention NEAT algorithm. It contains the code to reproduce the results presented in the original paper: https://link.springer.com/article/10.1007/s12530-023-09510-3

Language: Python - Size: 63.5 KB - Last synced: 12 months ago - Pushed: 12 months ago - Stars: 10 - Forks: 0

yunke-wang/gail_atari

PyTorch Implementation of Visual GAIL in Atari Games

Language: Python - Size: 51.8 KB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 9 - Forks: 2

aragonxpd154/landing-page-atari-vcs-2600

Responsive page design with JavaScript animations about the history and hardware of the Atari 2600.

Language: HTML - Size: 90.1 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 3 - Forks: 0

shiivashaakeri/Pong-Deep-QLearning

Language: Jupyter Notebook - Size: 3.62 MB - Last synced: 3 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

arasgungore/console-games

A C project in which you can play some of your classic arcade video games from the '80s on the terminal.

Language: C - Size: 6 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 17 - Forks: 1

m4rquee/combat_lm

Jogo inspirado no Combat de Atari 2600 feito com masm32

Language: Assembly - Size: 71.3 KB - Last synced: 10 months ago - Pushed: almost 6 years ago - Stars: 1 - Forks: 0

jhamadhav/atari-breakout-hack

Hacking the game "atari breakout" with Python to acheive high scores

Language: Jupyter Notebook - Size: 41 MB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 2 - Forks: 0

wangjksjtu/rl-perturbed-reward

Reinforcement Learning with Perturbed Reward, AAAI 2020

Language: Python - Size: 159 KB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 21 - Forks: 3

zbyti/ProHiBan 📦

Port of the famous Sokoban for Atari 800XL with over then 4400 levels on single DD disk.

Language: Pascal - Size: 1.43 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 1 - Forks: 0

TanushGoel/Atari-Games-RL

A collection of ipython notebooks in which agents learn to play Atari games in Open AI gym environments using different methods of reinforcement learning.

Language: Jupyter Notebook - Size: 2.38 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 1

alvinwan/bots-for-atari-games

Bots for Atari Games using Reinforcement Learning

Language: Python - Size: 25.4 KB - Last synced: over 1 year ago - Pushed: about 5 years ago - Stars: 11 - Forks: 11

jasonbian97/Deep-Q-Learning-Atari-Pytorch

Reinforcement Learning on Atari Games and Control

Language: Python - Size: 50.3 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 12 - Forks: 4

mfelipesoares/Freeway

Freeway é um jogo eletrônico na qual o jogador controla a personagem com o intuito de atravessar uma rodovia.

Language: JavaScript - Size: 3.9 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

philspil66/Asteroids-JavaScript

Asteroids is a 1979 space-themed multidirectional shooter arcade game from Atari. This is a rewrite of the classic game but written using HTML5/JavaScript.

Language: JavaScript - Size: 4.37 MB - Last synced: almost 1 year ago - Pushed: about 1 year ago - Stars: 2 - Forks: 0

arghyadeep99/FARLE

A CLI tool to help train Atari games for performing experiments related to transfer learning in reinforcement learning built as part of our final year project.

Language: Jupyter Notebook - Size: 427 KB - Last synced: about 1 year ago - Pushed: about 1 year ago - Stars: 7 - Forks: 1

z88kat/hello-world

Atari Lynx programming tutorial Hello World

Language: Makefile - Size: 4.88 KB - Last synced: over 1 year ago - Pushed: about 7 years ago - Stars: 2 - Forks: 0

NowinskiK/ProblemJasia

A remake of popular game on 8-bit Atari which was called "Johnny's problem".

Language: C# - Size: 17.8 MB - Last synced: 11 months ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Forestf90/MissileCommand

Missile Command - Atari game remake

Language: Python - Size: 378 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 1

yining043/SAC-discrete

Modified versions of the Soft Actor-Critic algorithm for Atari games from https://github.com/ac-93/soft-actor-critic.

Language: Python - Size: 68.6 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 14 - Forks: 2

hedgenull/BreakOut

Atari Breakout clone written in Python.

Language: Python - Size: 166 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

mhfu0/ADLxMLDS2017

Works for Applied Deep Learning / Machine Learning and Having It Deep and Structured (2017 FALL) @ NTU

Language: Python - Size: 116 MB - Last synced: over 1 year ago - Pushed: almost 6 years ago - Stars: 11 - Forks: 3

dsinghnegi/atari_RL_agent

RL based agent for atari games

Language: Python - Size: 131 MB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 5 - Forks: 1

wiknwo/TwoDGames

A collection of clones of popular 2D games coupled with an AI to play the game against itself or against a human in some cases.

Language: JavaScript - Size: 5.54 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

VitorValandro/atari-breakout

The original atari breakout made in javascript

Language: JavaScript - Size: 949 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 2 - Forks: 0

TianhongDai/self-imitation-learning-pytorch

This is the pytorch implementation of ICML 2018 paper - Self-Imitation Learning.

Language: Python - Size: 3.48 MB - Last synced: about 1 year ago - Pushed: over 5 years ago - Stars: 61 - Forks: 11

Kyushik/pygame

This is repository for games made with pygame

Language: Python - Size: 219 KB - Last synced: about 1 year ago - Pushed: over 6 years ago - Stars: 4 - Forks: 1

RohitGandikota/Deep-Reinforcement-Learning-with-Double-Q-Networks-on-Atari-Games

This project uses deep RL to train an agent that can play Atari game named Space Invaders.

Language: Jupyter Notebook - Size: 25.4 KB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

kyungphilDev/Robust-Deep-RL_Soft-Actor-Critic-Approach

2022 Spring Semester, Personal Project Research

Language: Python - Size: 719 MB - Last synced: about 1 year ago - Pushed: almost 2 years ago - Stars: 0 - Forks: 0

amirhossein-hkh/pong-dqn

RL Agent for Atari Game Pong

Language: Jupyter Notebook - Size: 12 MB - Last synced: 4 months ago - Pushed: almost 5 years ago - Stars: 12 - Forks: 7

hedrox/random-network-distillation Fork of openai/random-network-distillation

Code associated with the paper "Ego Networks"

Language: Python - Size: 76.2 KB - Last synced: about 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

frenkowski/Atari_Games_Reinforcement_Learning

Reinforcement Learning Agent for Atari Games.

Language: Jupyter Notebook - Size: 5.56 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 1 - Forks: 1

GiorgiaAuroraAdorni/deep-q-network-atari-games

Fourth assignment for Deep Learning LAB course @ USI 19/20.

Language: Python - Size: 714 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 1 - Forks: 0

fwcd/breakout

Classic Atari game for iOS

Language: Swift - Size: 1.24 MB - Last synced: about 1 year ago - Pushed: about 6 years ago - Stars: 3 - Forks: 1

krynecouk/asm-trex

Little T-Rex anxiously walking here and there. Written for Atari 2600 VCS.

Language: C - Size: 32.2 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

prabhatnagarajan/dqn

This repository contains a python implementation of a Deep Q-Network (DQN) for Atari gameplay using tensorflow.

Language: Python - Size: 84.4 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 6 - Forks: 1

Layto888/Pong

A simple 2D pong game made with Pygame on Python 3.6. (See the readme for more details)

Language: Python - Size: 2.18 MB - Last synced: over 1 year ago - Pushed: over 2 years ago - Stars: 0 - Forks: 0

alexsobiek/SpaceRace

Rewrite of the original 1973 Space Race game developed by Atari in Java

Language: Java - Size: 593 KB - Last synced: about 1 year ago - Pushed: almost 3 years ago - Stars: 0 - Forks: 1

sinipelto/atari2600

6502 assembly development for Atari 2600 game console.

Language: Assembly - Size: 34.2 KB - Last synced: about 1 year ago - Pushed: about 3 years ago - Stars: 0 - Forks: 0

cla7aye15I4nd/CloseAI

CloseAI is a deep reinforcement learning agent using Prior Dueling DQN, Double DQN, for Atari games, course project of CS420 at ACM Class, Shanghai Jiao Tong University.

Language: Jupyter Notebook - Size: 81.5 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 4 - Forks: 0

thxi/breakout

Atari breakout game written in pure C.

Language: C - Size: 16.6 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

thtang/ADLxMLDS2017

Deep learning works for ADLxMLDS (CSIE 5431) in NTU

Language: Python - Size: 259 MB - Last synced: over 1 year ago - Pushed: over 5 years ago - Stars: 23 - Forks: 8

opocaj92/MyDQN

A simple implementation of the Deep Q-Network used to play Atari games

Language: Python - Size: 20.5 KB - Last synced: over 1 year ago - Pushed: over 6 years ago - Stars: 3 - Forks: 0

being-aerys/Comparing_Reinforcement_Learning_algorithms_on_Atari_Games

Comparing different algorithm performances on Atari games such as Pong

Language: Python - Size: 347 KB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 0

pikinder/DQN

Deep Q-Networks in tensorflow

Language: Python - Size: 128 MB - Last synced: over 1 year ago - Pushed: about 7 years ago - Stars: 10 - Forks: 3

krynecouk/arctic-duck-storm

Game for Atari 2600 VCS about duck flying through an arctic storm.

Language: Assembly - Size: 1.05 MB - Last synced: about 1 year ago - Pushed: over 3 years ago - Stars: 0 - Forks: 2

spamandeggs/Sam-Nasty

a board game for Atari ST

Language: Smarty - Size: 329 KB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 0

Sh3b0/Asteroids

Recreating the 1979 Asteroids' atari game

Language: C# - Size: 3.48 MB - Last synced: about 1 year ago - Pushed: almost 4 years ago - Stars: 0 - Forks: 1

yining043/RLMA Fork of Miaowshroom/RLMA

Size: 222 MB - Last synced: about 1 year ago - Pushed: about 4 years ago - Stars: 1 - Forks: 0

filippogiruzzi/deep_q_learning

Deep Q-learning with TensorFlow

Language: Python - Size: 1.53 MB - Last synced: about 1 year ago - Pushed: over 1 year ago - Stars: 0 - Forks: 0

Suchetaaa/TransformerbasedRL

CS747 - Foundations Of Intelligent Learning Agents (FILA) Course Project

Language: Jupyter Notebook - Size: 4.57 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

Neoares/reinforcement-gym

Reinforcement learning algorithm to beat Atari games. Based on OpenAI's gym library.

Language: Python - Size: 13.7 KB - Last synced: about 2 months ago - Pushed: over 5 years ago - Stars: 0 - Forks: 0

parbo/cowbell-hero

Cowbell Hero for Atari ST

Size: 12.9 MB - Last synced: about 1 year ago - Pushed: over 4 years ago - Stars: 0 - Forks: 0

HegdeChaitra/Atari_RL_agent

Implementation of DQN and DDQN algorithms in Pytorch to play Atari game

Language: Jupyter Notebook - Size: 50.8 KB - Last synced: over 1 year ago - Pushed: about 5 years ago - Stars: 0 - Forks: 0

msokoloff1/Asynchronous-Advantage-Actor-Critic

Algorithm for learning how to perform tasks with only pixels and rewards as the agents understanding of the environment. The agent can learn how to play various atari games.

Language: Python - Size: 188 KB - Last synced: about 1 year ago - Pushed: about 7 years ago - Stars: 3 - Forks: 0

ksharsha/DeepRLAtari

Implementation of popular RL algorithms for Atari games

Language: Python - Size: 8.79 KB - Last synced: 12 months ago - Pushed: almost 7 years ago - Stars: 0 - Forks: 0