spiglerg/DQN_DDQN_Dueling_and_DDPG_Tensorflow

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Created about 8 years ago
Updated almost 8 years ago

spiglerg/DQN_DDQN_Dueling_and_DDPG_Tensorflow

spiglerg

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Tensorflow + OpenAI Gym implementation of Deep Q-Network (DQN), Double DQN (DDQN), Dueling Network and Deep Deterministic Policy Gradient (DDPG)

RNN_Text_Generation_Tensorflow

DEPRECATED CODE : Text generation using RNN (LSTM) implemented using Tensorflow

Kohonen_SOM_Tensorflow

Tensorflow implementation of the Kohonen Self Organizing Map

pyMeta

Library to manage machine learning problems as `Tasks' and to sample from Task distributions. Includes Tensorflow implementation of implicit-MAML (iMAML), FOMAML and Reptile.

TF_ContinualLearningViaSynapticIntelligence

Tensorflow implementation of the `intelligent synapse' model from [Zenke et al., (2017)] and application to the Permuted MNIST benchmark.

TF-Sonnet-BayesByBackprop

Bayes by Backprop implementation using Sonnet + Tensorflow + tf.distributions

Denoising_Autoencoder_MNIST_Tensorflow

Autoencoder + Denoising Autoencoder implementation using Tensorflow, tested on MNIST