Pinned Loading

1. Collaboration_and_Competition Collaboration_and_Competition Public

   Implemented Multi Agent Deep Deterministic Policy Gradient(MADDPG) algorithm to solve the Unity Tennis environment.

   Jupyter Notebook

2. Navigation Navigation Public

   Implemented Deep Q-Network(DQN) and its different variants in different environments.

   Jupyter Notebook 1 1

3. Continous-Control Continous-Control Public

   Implemented Deep Deterministic Policy Gradient(DDPG) algorithm to solve the Unity Reacher version-2 environment.

   Jupyter Notebook

4. Face-Generator Face-Generator Public

   Defined and trained a DCGAN model on a dataset of faces. The goal was to get a generator network to generate new images of fake human faces that look as realistic as possible.

   HTML 12 9

5. Script-Generator Script-Generator Public

   Built an RNN model to generate your own TV scripts. The model is trained on dataset from Seinfeld TV scripts from 9 seasons. The neural network developed can be used to generate a new, "fake" TV sc…

   HTML

6. CycleGAN-in-Pytorch CycleGAN-in-Pytorch Public

   Designed a CycleGAN model for image-to-image translation from unpaired training dataset using an unsupervised approach. The objective was to train generators that learn to transform an image from d…

   HTML 3 2