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: over 11 years ago

Related projects:

RepositoryDescriptionStars
kuz/deepmind-atari-deep-q-learnerAn implementation of a deep reinforcement learning architecture for playing Atari games1,828
kaixhin/atariA deep reinforcement learning framework for Atari games using persistent advantage learning and dueling double DQN architecture.265
dpjudas/surrealengineAn open-source project aiming to reimplement the original Unreal Engine for running classic games.870
nadavbh12/retro-learning-environmentA framework for training AI algorithms using game consoles as input185
erikbern/deep-pinkAn AI system designed to play chess using deep learning techniques813
rktjmp/playtime.nvimA collection of card games with Neovim integration70
jatinchowdhury18/kloncentaurA digital emulation of an analog guitar pedal using machine learning and signal processing techniques326
leekwoon/kr-dl-uctDevelops a reinforcement learning algorithm to select actions in continuous spaces with deep neural networks and Monte Carlo tree search.36
strazzere/android-lkmsTools and techniques for reversing and debugging Android applications on controlled systems or emulators.206
nathanepstein/pavlov.jsReinforcement learning using Markov Decision Processes in C++ compiled to JavaScript500
google-deepmind/meltingpotAssesses generalization of multi-agent reinforcement learning algorithms to novel social situations637
siemanko/tensorflow-deepqA reinforcement learning implementation using TensorFlow to control a game environment1,170
jmarrr/cil-kerasAn implementation of Conditional Imitation Learning using Keras4
maxsavenkov/drdestructo2A remake of the 1987 ZX Spectrum game 'Island of Dr. Destructo', built using C++ and Allegro.29
kvark/vange-rsReplicates the old look and behavior of a legendary game with native hardware acceleration for graphics.440