I wonder if you have considered collaboration with tf-agents. they are also building a reinforcement library.
Unity ML has Python API. With that, you can use whatever library you want. Also, see their gym interface, then you can copy paste any library / tutorial online.
Thanks for the heads-up @mattinjersey! When we first looked at TF-Agents, it was in (very) early forms. But definitely worth another look now that it's semi-official. If anything, a shim between tf-agents and the ML-Agents Python API (or Gym wrapper) shouldn't be too hard.
We've also successfully integrated Baselines and Dopamine using the Gym wrapper.
thanks @mattinjersey and @roboserg - we've added this in our backlog to further explore. thanks for bringing it up
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Unity ML has Python API. With that, you can use whatever library you want. Also, see their gym interface, then you can copy paste any library / tutorial online.