國立清華大學開放式課程OpenCourseWare(NTHU, OCW) - 第17講 Deep Reinforcement Learning/ DQN & Policy Network

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國立清華大學開放式課程

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03-5715131#35401 mengfen@mx.nthu.edu.tw 吳小姐

國立清華大學開放式課程

Title

第17講 Deep Reinforcement Learning/ DQN & Policy Network

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Syllabus

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L17A
Introduction

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Deep Q-Network (DQN)

L17C
Double DQN

L17D
Deep Reinforcement Learning/ DQN & Policy Network
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Dueling Network

L17F
NoisyNet and Scalable Implementations (e.g.
Google Gorila)

L17G
Policy Gradient Methods & DDPG

L17H
Episodic Policy Gradient & REINFORCE

L17I
Reducing Variance

L17J
Baseline Subtraction

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