[P] Imitation Learning (+RL) in Super Smash Bros Melee for Humanlike Agents

Thread: [https://twitter.com/otter\_collapse/status/1561445156246753280?cxt=HHwWgMC8pZiGr6srAAAA](https://twitter.com/otter_collapse/status/1561445156246753280?cxt=HHwWgMC8pZiGr6srAAAA)

Post: [https://bycn.github.io/2022/08/19/project-nabla-writeup.html](https://bycn.github.io/2022/08/19/project-nabla-writeup.html) (technical writeup coming soon!)

Project Nabla is an AI trained with deep neural networks using behavioral cloning and deep reinforcement learning self-play, similar to AlphaStar. It is enabled by the recent launch of a suite of software tools for the game known as "Slippi" which allow for us to save human replays. We train on a subset of \~100k tournament games. It is similar to the older [Phillip](https://github.com/vladfi1/phillip) project, which did not have the benefit of …

agents imitation learning learning machinelearning rl