Dopamine is a research framework for fast prototyping of reinforcement learning algorithms. (by google)

Dopamine Alternatives

Similar projects and alternatives to dopamine

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a better dopamine alternative or higher similarity.

dopamine reviews and mentions

Posts with mentions or reviews of dopamine. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-03-08.
  • Fast and hackable frameworks for RL research
    4 projects | /r/reinforcementlearning | 8 Mar 2023
    I'm tired of having my 200m frames of Atari take 5 days to run with dopamine, so I'm looking for another framework to use. I haven't been able to find one that's fast and hackable, preferably distributed or with vectorized environments. Anybody have suggestions? seed-rl seems promising but is archived (and in TF2). sample-factory seems super fast but to the best of my knowledge doesn't work with replay buffers. I've been trying to get acme working but documentation is sparse and many of the features are broken.
  • RL review
    2 projects | /r/reinforcementlearning | 24 Oct 2022
    You can also reference the source code for some of the popular implementations from open source RL libraries like stablebaselines3, RLlib, CleanRL, or Dopamine. These can help you if you’re trying to compare your implementation to a “standard”.
  • Rainbow Library
    2 projects | /r/reinforcementlearning | 10 Jun 2021
  • A note from our sponsor - SaaSHub | 29 May 2024
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23 days ago

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