W10_L4: Deterministic policy gradient (DPG) and deep deterministic policy gradient (DDPG)
DDPG
Overview of Deep Reinforcement Learning Methods
How to Implement Deep Learning Papers | DDPG Tutorial
Building up the DDPG algorithm - predecessor to TD3 (Part 9)
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Last Updated: October 30, 2026
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Summary
Lecture 5 of a 6-lecture series on the Foundations of Deep RL Topic: Deep Deterministic Policy Gradients ( In this video I'm presenting the Deep Reinforcement Learning (DRL) Paper Presentation - In this lesson, we begin the deep dive into the Twin Delayed Topics Covered: - Understanding the Welcome to Week 10 Lecture 4 of the course "Special topics in ML (Reinforcement Learning)" by Prof. Balaraman Ravindran. In this video, I'm presenting the Deep Deterministic Policy Gradient ( This video gives an overview of methods for deep reinforcement learning, including deep Q-learning, actor-critic methods, deep ... I'll show you how I went from the deep deterministic policy gradients paper to a functional implementation in Tensorflow. This is the 9th video of the series: Reinforcement Learning in Control Systems: PID tuning with AI - TD3. The tutorial is ...