DDPG Coding | Deep Deterministic Policy Gradient (DDPG) implementation | DDPG
Автор: AILinkDeepTech
Загружено: 2025-03-04
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Описание:
DDPG Coding | Deep Deterministic Policy Gradient (DDPG) implementation | DDPG
DDPG-code: https://totorofed.gumroad.com/l/ddpg
In this video, we dive deep into the implementation of Deep Deterministic Policy Gradient (DDPG), a powerful reinforcement learning algorithm used for continuous control tasks. We break down the Actor-Critic architecture, explain the mathematical derivation, and go through the PyTorch code step by step.
🔹 Topics Covered:
Understanding the DDPG Algorithm.
Actor & Critic Networks in PyTorch.
Implementing Experience Replay & Target Networks.
Training & Updating the Networks.
Code Walkthrough and Practical Implementation .
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