AI Learns to Play MORTAL KOMBAT
So I trained a bot to beat up the in-game bots in Mortal Kombat II.
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: https://github.com/wkwan/mkii-subzero...
Helpful videos:
@LucasThompson (his channel is the best resource I found for Gym Retro) - An AI Defeats Street Fighter 2!
• An AI Defeats Street Fighter 2!
@ArxivInsights (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!
• An introduction to Policy Gradient methods...
@googledeepmindRL Course by David Silver
• RL Course by David Silver - Lecture 1: Int...
Some fun game AI's I was inspired by:
@CodeBulletAI learns to play Google Chrome Dinosaur Game || Can you beat it??
• AI learns to play Google Chrome Dinosaur G...
@SethBlingMarI/O - Machine Learning for Video Games
• MarI/O - Machine Learning for Video Games
@OpenAIDendi vs. OpenAI at The International 2017
• Dendi vs. OpenAI at The International 2017