Keras Reinforcement Learning Projects

The Keras–RL package

In the previous sections, we learned how to make a simple neural network with Keras. But, our goal is to develop algorithms based on reinforcement learning in the Keras environment. To do this, a valid tool that can be used is the keras-rl package. This package implements some deep reinforcement learning algorithms in Python, and integrates seamlessly with Keras's in-depth learning library.

Furthermore, keras-rl works immediately with OpenAI Gym. OpenAI Gym is a library that helps you implement algorithms based on reinforcement learning. It includes a growing collection of benchmark issues that expose a common interface and a website where people can share their results and compare algorithm performance. This library ...