Build a board game app with policy gradient (Reinforcement learning with TensorFlow Agents)

Wei Wei, a Developer Advocate for TensorFlow, walks through how to build a board game app that leverages TF Agents to train a REINFORCE agent for a custom environment, convert the model to TFLite, and deploy it on Android.

Resources:
Building a board game app with TensorFlow: a new TensorFlow Lite reference app →
https://goo.gle/3oy7Z9K

TF Agents checkpointer and PolicySaver → https://goo.gle/3HELl6X

Train a REINFORCE agent → https://goo.gle/3oB6gAi

Simple statistical gradient-following algorithms for connectionist reinforcement learning → https://goo.gle/3uwtThr

TensorFlow Lite …

agents app game gradient learning policy reinforcement reinforcement learning tensorflow