Train AI Models on videogames using OpenAI Baselines + Retro
Timestamps:
00:00 Start
01:28 Setup
16:04 Reinforcement Learning, a lite intro
22:47 Effect of Reward Function
25:36 Problems with long term rewards (check this before integrating an RPG)
27:47 Integration Tool
47:42 Using Tensorboard to view training metrics
55:39 Overview of Models in baselines, CNN. MLP, LSTM
1:01:42 MLP vs CNN model
1:07:52 How to save a video of your training
1:10:47 Conclusion
Setup procedure used in this video:
https://www.videogames.ai/2019/01/29/...
If you have an AMD card, this is how to install ROCm:
• Install ROCm 3.0 and tensorflow on Ubuntu ...
OpenAI's integration tool documentation:
https://retro.readthedocs.io/en/lates...
Integration of Hang On and other games such Super Mario Bros 2 Japan version:
https://github.com/Farama-Foundation/...
How to modify the reward function of SMB3 as seen in the video:
https://www.videogames.ai/2019/03/07/...
Add my game to your wish list on Steam!
https://store.steampowered.com/app/10...
#openai #mahcinelearning #baselines #retro