Projects

AdventumRL




AdventumRL is a quest-based reinforcement learning API for training reinforcement learning agents on high-level quests in Minecraft.

Check out the open-source code here

Read the paper here

GenerationMania







GenerationMania is an AI that generates game levels for BeatMania, a rhythm action game like Dance Dance Revolution or Guitar Hero.

Download 3 sample generated charts here and try it out by uploading the game files here after selecting "Play Custom BMS" at the bottom.

Read the paper here

Color Reformulation




Demonstration of color based reformulation of images.

This framework is the inspiration for the GAN based reformulation, paper here