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Deep Q-Network PDF

15 Pages·2024·English
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by ['aishika.ranjan2021']| 2024| 15 pages| English

About Deep Q-Network

This document discusses Deep Q-Networks (DQN), which is a reinforcement learning technique that uses neural networks to approximate optimal action selection policies. DQN combines deep learning and reinforcement learning to effectively operate in environments with large state spaces, like video games. The document explains how DQN works using concepts like replay memory, target networks, and epsilon-greedy policies to balance exploration and exploitation during training.

Detailed Information

Author:['aishika.ranjan2021']
Publication Year:2024
Pages:15
Language:English
Format:PDF
Price:FREE
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