Bio: Raunak Singh has a civil engineering background, and enjoys looking at a problems from different perspectives.
Circumventing complicated physics math by using reinforcement learning to train agents to accomplish random tasks
A toolkit for training and creating reinforcement learning agents to mine salt (i.e. compete in the Halite Kaggle Competition)
A Jupyter notebook demoing how to create a neural network from scratch in a few hundred lines of code.