Research Projects

Interested in :

Exploring the Efficiency of Capsule Networks in GANs

Published in , 1900

Used capsule network as discriminator for a generative adversarial network, trained using several hacks, which outperformed CNN-GANs at modeling image data distribution of mnist, cifar10 and celebA

DSR Reinforcement Learning to navigate a Labyrinth

Published in , 1900

Generalized Successor Representations from Neuroscience within an end-to-end deep reinforcement learning framework, comparing its efficacy to DQN on two diverse environments (Mazebase and DOOM) given raw pixel observations.