If you need to share an ML model for web app development, create an API instead of saving it to a file. This avoids environment and security issues, allows access from various languages and platforms, and simplifies integration. Here's how to make an ML API with FastAPI.

🔅 Reinforcement Learning with Stable Baselines 3 - Introduction (P.1)

Welcome to a tutorial series covering how to do reinforcement learning with the Stable Baselines 3 (SB3) package. The objective of the SB3 library is to be for reinforcement learning like what sklearn is for general machine learning.

🔅 Saving and Loading Models - Stable Baselines 3 Tutorial (P.2)

How to save and load models in Stable Baselines 3

🔅 Custom Environments - Reinforcement Learning with Stable Baselines 3 (P.3)

How to incorporate custom environments with stable baselines 3

🔅 Tweaking Custom Environment Rewards - Reinforcement Learning with Stable Baselines 3 (P.4)

Helping our reinforcement learning algorithm to learn better by tweaking the environment rewards.