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TF Agents & Dopamine #15

abdel opened this issue Mar 7, 2019 · 3 comments


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commented Mar 7, 2019

There seems to be a lot of overlap between objectives of TF Agents and the Dopamine framework, are there any plans to share or combine these frameworks, or are they intentionally made separate?


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commented Mar 8, 2019

I agree with @abdel, it seems that Dopamine and TF-Agent strongly overlap. Although dopamine aims at being used for fast prototyping and benchmarking as the reproducibility has been put at the core of the project, whereas TF-Agent would be more used for production-level reinforcement learning algorithms. I would love seeing the two frameworks merging or at least having strong compatibilities to facilitate the move from prototyping to production-level code.


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commented Mar 11, 2019

@psc-g fyi; we could have a discussion about this as a long term goal.


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commented Mar 12, 2019

@oars oars added the enhancement label Mar 12, 2019

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