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The Top 23 Deep Q Learning Open Source Projects

Open source projects categorized as Deep Q Learning
Categories > Deep Q Learning
Deep_reinforcement_learning_course ⭐ 3,581
Implementations from the free course Deep Reinforcement Learning with Tensorflow and PyTorch
most recent commit a year ago
Trading Bot ⭐ 758
Stock Trading Bot using Deep Q-Learning
most recent commit 5 months ago
Autonomous Learning Library ⭐ 616
A PyTorch library for building deep reinforcement learning agents.
total releases 16most recent commit 5 months ago
Awesome Monte Carlo Tree Search Papers ⭐ 537
A curated list of Monte Carlo tree search papers with implementations.
most recent commit 10 months ago
Flappy Bird Deep Q Learning Pytorch ⭐ 407
Deep Q-learning for playing flappy bird game
most recent commit 3 years ago
Tetris Deep Q Learning Pytorch ⭐ 404
Deep Q-learning for playing tetris game
most recent commit a year ago
Curl ⭐ 280
CURL: Contrastive Unsupervised Representation Learning for Sample-Efficient Reinforcement Learning
most recent commit 3 years ago
Rad ⭐ 273
RAD: Reinforcement Learning with Augmented Data
most recent commit 3 years ago
2048 Deep Reinforcement Learning ⭐ 150
Trained A Convolutional Neural Network To Play 2048 using Deep-Reinforcement Learning
most recent commit 6 years ago
Bevy_garage ⭐ 112
Gamelike car simulation playground.
most recent commit 5 months ago
Reinforcement Learning For Self Driving Cars ⭐ 78
Project on design and implement neural network that maximises driving speed of self-driving car through reinforcement learning.
most recent commit 4 years ago
Deep Reinforcement Learning Applied To Doom ⭐ 57
DQN, DDDQN, A3C, PPO, Curiosity applied to the game DOOM
most recent commit 3 years ago
Left Shift ⭐ 35
Using deep reinforcement learning to tackle the game 2048.
most recent commit 3 years ago
Deep Q Rank ⭐ 24
A deep reinforcement learning approach to search engine ranking (PyTorch). Final Project for UC Berkeley's CS 285: Deep Reinforcement Learning, Decision Making, and Control
most recent commit 7 months ago
Deep Reinforcement Learning ⭐ 23
A collection of several Deep Reinforcement Learning techniques (Deep Q Learning, Policy Gradients, ...), gets updated over time.
most recent commit 4 years ago
Pacman Ai ⭐ 20
A.I. plays the original 1980 Pacman using Neuroevolution of Augmenting Topologies and Deep Q Learning
most recent commit 5 years ago
Super Mario Rl ⭐ 19
Deep Reinforcement learning and Python learn how to play the original Super Mario Bros
most recent commit 6 years ago
Gyx ⭐ 18
Reinforcement Learning environment for Elixir
total releases 3most recent commit 2 years ago
Deep Reinforcement Learning Cs285 Pytorch ⭐ 17
Solutions of assignments of Deep Reinforcement Learning course presented by the University of California, Berkeley (CS285) in Pytorch framework
most recent commit 4 years ago
T Rexdinorunner Game Ai Bot ⭐ 15
AI Bot for playing famous Google Chrome Offline Game T-Rex Dino -Runner. Developed on Pytorch using Deep Q Learning and Convolutional Neural Nets.
most recent commit 4 years ago
Streetfighter2 Deeprl Model On Bizhawk ⭐ 14
A method to train DRL model with Tensorflow and Bizhawk.
most recent commit 4 years ago
Hindsight_experience_replay ⭐ 11
A tensorflow implementation of hindsight experience replay
most recent commit 6 years ago
Grasshopper_dqn ⭐ 11
Repository for CAADRIA19 Workshop: "WS.4 Deep Reinforcement Learning in Grasshopper".
most recent commit 5 years ago
The 3 Latest Releases In Deep Q Learning Open Source Projects
Autonomous Learning Library ⭐ 616
A PyTorch library for building deep reinforcement learning agents.
total releases 16latest release November 16, 2023most recent commit 5 months ago
Rocket Landing Rl ⭐ 6
Custom OpenAI Gym for vertical rocket landing and Deep Q-Learning implementation.
total releases 7latest release January 28, 2023most recent commit a year ago
Gyx ⭐ 18
Reinforcement Learning environment for Elixir
total releases 3latest release May 10, 2020most recent commit 2 years ago
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