Bio: Raunak Singh has a civil engineering background, and enjoys looking at a problems from different perspectives.

Teaching Robots Physics without Teaching Robots Physics

made and submitted by RnkSngh
Circumventing complicated physics math by using reinforcement learning to train agents to accomplish random tasks

Getting Salty with Reinforcement Learning

made and submitted by RnkSngh
A toolkit for training and creating reinforcement learning agents to mine salt (i.e. compete in the Halite Kaggle Competition)

Neural Nets from Scratch

made by RnkSngh, submitted by porterjamesj
A Jupyter notebook demoing how to create a neural network from scratch in a few hundred lines of code.