Introduction to TF Agents and Deep Q Learning (Reinforcement learning with TensorFlow Agents)

Wei Wei, a Developer Advocate for TensorFlow, introduces TF Agents and walks through how to use the Deep Q Learning model to solve the cartpole environment.

Resources:
TensorFlow Agents homepage → https://goo.gle/34i7MAI

Train a Deep Q Network with TF Agents Tutorial → https://goo.gle/3oz26ZQ

TF-Agent DQN example → https://goo.gle/3HxmXnM

Reinforcement Learning Lecture Series 2021 (DeepMind x UCL) → https://goo.gle/3B6td3x

Human Level Control Through Deep Reinforcement Learning (DQN) → https://goo.gle/3HE8PsO

DeepMind Reverb: a framework for experience replay → https://goo.gle/3JgdMbF

Opening up a …

agents learning reinforcement reinforcement learning tensorflow