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Recording the Process and Code for Learning Reinforcement Learning

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ArtisanMinds/Reinforcement-Learing-2024

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Reinforcement Learning Project

This repository documents the learning process and related code for reinforcement learning.

Project Structure

  • Deep Q-learning Network (DQN)
    • 1.DQN.py: the basic Deep Q-learning algorithm. Update 7/18
    • 2.DDQN.py: the Double Deep Q-learning algorithm. Update 7/18
    • 3.Dueling DQN.py: the Dueling DQN algorithm. Update 7/18

Requirements

  • Python 3.11
  • PyTorch 2.1.0
  • NumPy 1.23.5
  • gym 0.26.2

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Recording the Process and Code for Learning Reinforcement Learning

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