Machine Learning PvP Bot Plays LMS in Old School RuneScape

Here's some footage of a project I've been messing around with. It's a PvP bot that focuses on NH fights, trained via deep reinforcement learning on a RSPS, and then runs as a plugin on a third party OSRS client. It supports general NH fights, but is specialized for LMS/PvP Arena.

(copy of video description)
This video contains footage of an AI-based Old School RuneScape (OSRS) PvP bot playing Last Man Standing. The version of the ML model shown was trained using reinforcement learning on a simulated version of the game for 5 years of game time. The model learned through self-play, and was trained using PPO.

 

This is super impressive. How did you create the training data?

 

Thanks! It learned by training against itself on a modified RSPS. I plan to make a video going over how I did it in more detail, as well as open sourcing the relevant code

 

That is pretty insane, wow.

 

Very cool.