https://github.com/imoneoi/xrl-ppo

Automated & super fast PyTorch deep reinforcement learning platform for autonomous driving
https://github.com/imoneoi/xrl-ppo

automated-machine-learning autonomous-driving autonomous-vehicles deep-learning deep-reinforcement-learning ppo ppo-pytorch pytorch reinforcement-learning

Last synced: 5 months ago
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Automated & super fast PyTorch deep reinforcement learning platform for autonomous driving

• Host: GitHub
• URL: https://github.com/imoneoi/xrl-ppo
• Owner: imoneoi
• License: mit
• Created: 2020-05-18T09:34:45.000Z (about 5 years ago)
• Default Branch: master
• Last Pushed: 2020-07-21T12:33:12.000Z (almost 5 years ago)
• Last Synced: 2024-10-29T12:37:46.320Z (7 months ago)
• Topics: automated-machine-learning, autonomous-driving, autonomous-vehicles, deep-learning, deep-reinforcement-learning, ppo, ppo-pytorch, pytorch, reinforcement-learning
• Language: Python
• Homepage:
• Size: 32.2 KB
• Stars: 4
• Watchers: 3
• Forks: 1
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# X-RL

Automated & super fast PyTorch deep reinforcement learning platform for autonomous driving

# Current implementations

 - PPO (Proximal Policy Optimization)

# Future Plans

 - Population based training

 - Hyperparameter search

 - SAC (Soft Actor Critic)