Beginner friendly reinforcement learning with rlpack
Trained PPO agent playing LunarLander
Lately, I’ve been working on learning more about deep reinforcement learning and decided to start writing my own RL framework as a way to get really familiar with some of the algorithms. In the process, I also thought it could be cool to make my framework a resource for beginners to easily get started with reinforcement learning. With that in mind, the goal wasn’t state of the art performance. However, in the future, I might decide that a high standard of performance is something I want to prioritize over beginner-friendliness.
This framework isn’t finished, but this post indicates the first version of it that I’m happy with being done. Up until now, it’s been the main project I’ve focused on, but moving forward I’ll be putting more time into exploring different things and will more passively work on expanding rlpack. Find the repository here or...
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