Vehicle Suspension Control 4 - PID tuning with AI - TD3

  • CategoryOther
  • TypeTutorials
  • LanguageEnglish
  • Total size1 GB
  • Uploaded Byfreecoursewb
  • Downloads21
  • Last checkedApr. 10th '26
  • Date uploadedApr. 10th '26
  • Seeders 1
  • Leechers14

Infohash : C3C577EF42ED2D5F1419975149ACF5229B9B817B

Vehicle Suspension Control 4: PID tuning with AI - TD3

https://WebToolTip.com

MP4 | Video: h264, 1920x1080 | Audio: AAC, 44.1 KHz
Language: English | Size: 1.01 GB | Duration: 2h 19m

Master PID Tuning for Vehicle Suspension Control with State-of-the-Art TD3 Reinforcement Learning Algorithm in Python

What you'll learn
Get intuition in Backpropagation in Neural Networks
Apply Q-learning in Python in a simple grid-world.
Apply TD3 Reinforcement algorithm to suspension control
Get familiar with the PyTorch library

Requirements
Basics in Python

Files:

[ WebToolTip.com ] Vehicle Suspension Control 4 - PID tuning with AI - TD3
  • Get Bonus Downloads Here.url (0.2 KB)
    • ~Get Your Files Here ! 1 - Introduction Python installation PID revision
    • 1 - Introduction.mp4 (3.5 MB)
    • 2 - Installation of Python its libraries Windows 11.mp4 (53.4 MB)
    • 3 - Installation of PyTorch Windows 11.html (0.8 KB)
    • 4 - Revision of PID.mp4 (62.4 MB)
    2 - Code explanation Backpropagation Qlearning
    • 5 - Explanation of Backpropagation in Neural Networks.mp4 (79.1 MB)
    • 6 - Explanation of Qlearning in a grid world.mp4 (48.9 MB)
    • 7 - Python codes Backpropagation Qlearning.html (0.1 KB)
    • 7 - neural-networks.py (2.3 KB)
    • 7 - q-learning.py (4.0 KB)
    3 - PID tuning with the TD3 Reinforcement Learning algorithm Coming Soon
    • 10 - Main loop some results.mp4 (139.2 MB)
    • 11 - Mathematics of a speed bump.mp4 (41.5 MB)
    • 12 - Environment class.mp4 (72.0 MB)
    • 13 - Neural Networks classes.mp4 (82.0 MB)
    • 14 - Replay Buffer TD3 class 1.mp4 (72.3 MB)
    • 15 - TD3 class 2 training method.mp4 (118.7 MB)
    • 16 - Deployment.mp4 (39.9 MB)
    • 17 - PID-4DOF-sim.py (19.4 KB)
    • 17 - PID-tuning-TD3-training.py (28.1 KB)
    • 17 - Python codes TD3 training deployment.html (0.1 KB)
    • 8 - General overview of the code 1.mp4 (111.9 MB)
    • 9 - General overview of the code 2.mp4 (106.6 MB)
      • result
      • PID_tuning_TD3.mp4 (549.1 KB)
      • PID_tuning_TD3_no_controller.mp4 (605.5 KB)
      • f1_vs_f2.png (71.5 KB)
      • pid_gains_500_eps.png (78.3 KB)
      • td3_model_checkpoint.pth (1.3 MB)
      • x_b_dot_vs_theta_b_dot.png (118.7 KB)
      • x_b_vs_theta_b.png (122.1 KB)
      • Bonus Resources.txt (0.1 KB)

Code:

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