ReinforceUI-Studio is committed to providing a set of high-quality algorithms for the RL community. To ensure the reliability and relevance of our offerings, we follow strict criteria for including new algorithms:

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Requirements for Inclusion

Algorithm must meet one or more of the following criteria:

  • Peer-Reviewed: The algorithm must be published in a peer-reviewed venue.
  • Top-Tier Publication: It should appear in a well-known academic conference or journal in the fields of Machine Learning or Artificial Intelligence (e.g., NeurIPS, ICML, ICLR, AAAI, JMLR).
  • Community Recognition: The algorithm should be recognized and widely used within the RL community.

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Suggesting New Algorithms

We are open to expanding our collection! If you have an algorithm you believe should be included, you can:

All submissions will be reviewed to ensure they meet our standards and benefit the RL community.