Machine Learning Projects - Summer of Code

Note: FluxML participates as a NumFOCUS sub-organization. Head to the FluxML GSoC page for their idea list.

Reinforcement Learning Environments

Time: 175h

Develop a series of reinforcement learning environments, in the spirit of the OpenAI Gym. Although we have wrappers for the gym available, it is hard to install (due to the Python dependency) and, since it's written in Python and C code, we can't do more interesting things with it (such as differentiate through the environments).

Expected Outcome

A pure-Julia version of selected environments that supports a similar API and visualisation options would be valuable to anyone doing RL with Flux.

Mentors: Dhairya Gandhi.