AI Learns to Play MORTAL KOMBAT
- Published on Aug 6, 2020
- So I trained a bot to beat up the in-game bots in Mortal Kombat II.
▶ Twitch: twitch.tv/willkwan
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This was my first time automating a game with machine learning and my first reinforcement learning project, so I learned a lot! I used the PPO2 algorithm that OpenAI used to train their Dota AI.
Source code: github.com/wkwan/mkii-subzero...
@Lucas Thompson (his channel is the best resource I found for Gym Retro) - An AI Defeats Street Fighter 2!
@Arxiv Insights (only has a few videos but he's great at explaining papers without dumbing it down too much) - Policy Gradient methods and Proximal Policy Optimization (PPO): diving into Deep RL!
@DeepMind - RL Course by David Silver
Some fun game AI's I was inspired by:
@Code Bullet - AI learns to play Google Chrome Dinosaur Game || Can you beat it??
@SethBling - MarI/O - Machine Learning for Video Games
@OpenAI - Dendi vs. OpenAI at The International 2017