Download
Combining improvements in deep reinforcement learning. Results and pretrained models can be found in the releases. Data-efficient Rainbow can be run using several options (note that the "unbounded" memory is implemented here in practice by manually setting the memory capacity to be the same as the maximum number of timesteps).
Features
- Prioritised Experience Replay
- Dueling Network Architecture
- Multi-step Returns
- Run the original Rainbow with the default arguments
- Requires atari-py
- Requires OpenCV Python
Project Samples
Categories
Machine Learning, Reinforcement Learning Frameworks, Reinforcement Learning Libraries, Reinforcement Learning AlgorithmsLicense
MIT LicenseFollow Rainbow
Other Useful Business Software
The AI-powered unified PSA-RMM platform for modern MSPs.
SuperOps.ai is the only PSA-RMM platform powered by intelligent automation and thoughtfully crafted for the new-age MSP. The platform also helps MSPs manage their projects, clients, and IT documents from a single place.
Rate This Project
Login To Rate This Project
User Reviews
Be the first to post a review of Rainbow!
