Replicating-DeepMind

Game-playing system

Reproducing DeepMind's Atari game-playing system using C++ and GPU acceleration

Reproducing the results of "Playing Atari with Deep Reinforcement Learning" by DeepMind

GitHub

653 stars
152 watching
207 forks
Language: C++
last commit: almost 10 years ago

Related projects:

Repository Description Stars
kuz/deepmind-atari-deep-q-learner An implementation of a deep reinforcement learning architecture for playing Atari games 1,826
kaixhin/atari A deep reinforcement learning framework for Atari games using persistent advantage learning and dueling double DQN architecture. 264
dpjudas/surrealengine An open-source project aiming to reimplement the original Unreal Engine for running classic games. 853
nadavbh12/retro-learning-environment A framework for training AI algorithms using game consoles as input 185
erikbern/deep-pink An AI system designed to play chess using deep learning techniques 813
rktjmp/playtime.nvim A collection of card games with Neovim integration 67
jatinchowdhury18/kloncentaur A digital emulation of an analog guitar pedal using machine learning and signal processing techniques 325
leekwoon/kr-dl-uct A framework for training deep neural networks to learn strategies in continuous action spaces using a kernel-based Monte Carlo tree search. 35
strazzere/android-lkms A collection of tools and techniques for injecting kernel-level hooks into Android to aid in reverse engineering and debugging 205
nathanepstein/pavlov.js Reinforcement learning using Markov Decision Processes in C++ compiled to JavaScript 500
google-deepmind/meltingpot Assesses generalization of multi-agent reinforcement learning algorithms to novel social situations 620
siemanko/tensorflow-deepq A reinforcement learning implementation using TensorFlow to control a game environment 1,172
jmarrr/cil-keras An implementation of Conditional Imitation Learning using Keras 4
maxsavenkov/drdestructo2 A remake of the 1987 ZX Spectrum game 'Island of Dr. Destructo', built using C++ and Allegro. 29
kvark/vange-rs Replicates the old look and behavior of a legendary game with native hardware acceleration for graphics. 440