a7b23 / self-supervision-cs221

Repository for course project in CS221 at Stanford

Is Self-Supervision Helpful? Exploring Self-Supervision in Reinforcement Learning and Classification

Repository for course project in CS221 at Stanford

The repository contains code to run experiments on both classification and reinforcement learning as described in the report. Please follow the README in the corresponding directory for instruction to setup the environment and run the experiments.

Code for transfer learning experiments is here

Code for reinforcement learning experiments is here

Code for experiments over MNIST is here

Project report and poster can be found here and video can be found here