Machine Learning DesignPRO

Part 18: Reinforcement Learning — From Rewards to Deep Q-Learning

A practical guide to reinforcement learning, policy search, policy gradients, MDPs, Q-Learning, Deep Q-Networks, DQN variants, and TF-Agents.

Deepak Mishra·31 August 2026·34 min read