deep-q-network topic

List deep-q-network repositories

pytorch-dqn

381
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109
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Deep Q-Learning Network in pytorch (not actively maintained)

Flappy-bird-deep-Q-learning-pytorch

494
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124
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Deep Q-learning for playing flappy bird game

Tetris-deep-Q-learning-pytorch

449
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105
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Deep Q-learning for playing tetris game

deep-q-learning

1.3k
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451
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Minimal Deep Q Learning (DQN & DDQN) implementations in Keras

ConvNetSwift

43
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5
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Swift port of ConvnetJS. [Work in progress]

distributed_rl

70
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8
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Pytorch implementation of distributed deep reinforcement learning

reinforce-js

30
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6
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[INACTIVE] A collection of various machine learning solver. The library is an object-oriented approach (baked with Typescript) and tries to deliver simplified interfaces that make using the algorithms...

essence

74
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18
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AutoDiff DAG constructor, built on numpy and Cython. A Neural Turing Machine and DeepQ agent run on it. Clean code for educational purpose.

pytorch-learn-reinforcement-learning

145
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32
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A collection of various RL algorithms like policy gradients, DQN and PPO. The goal of this repo will be to make it a go-to resource for learning about RL. How to visualize, debug and solve RL problems...

DeepRL-Tutorials

1.0k
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326
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Contains high quality implementations of Deep Reinforcement Learning algorithms written in PyTorch