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Will you provide QR-DQN code? #144
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planning on it, stay tuned! :)
…On Sat, Jul 25, 2020 at 11:54 AM Alexander ***@***.***> wrote:
Will you provide QR-DQN code?
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Great, Can I ask how you do tuning and finding the optimal hyperparameters? By grid search? |
for the configs we've been releasing with dopamine we use the published
settings. however, for DQN and C51 we used some of the settings from
Rainbow when it was published (although we do provide configs with the
settings used when each of those agents was published).
…On Tue, Jul 28, 2020 at 3:51 AM Alexander ***@***.***> wrote:
planning on it, stay tuned! :)
… <#m_6244524444603058604_>
On Sat, Jul 25, 2020 at 11:54 AM Alexander *@*.***> wrote: Will you
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Great, Can I ask how you do tuning and finding the optimal
hyperparameters? By grid search?
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Thanks. |
@GoingMyWay how'd you decide on Dopamine for distributional RL? What are your thoughts on DeepMind's acme? |
Hi, Dopamine has implemented C51, IQN, Rainbow and it is stable now, you can easily implement other Q-based distributional RL. For ACME, I did not use it before, it is very new, so maybe not stable and has some unfound bugs. There are many mature frameworks like ACME, for example, ray.io, it also provides RL APIs for fast RL algorithm implementation. |
coming back to the original question on this thread, we now have a JAX
implementation of QR-DQN:
https://github.com/google/dopamine/blob/master/dopamine/jax/agents/quantile/quantile_agent.py
…On Tue, Aug 4, 2020 at 12:35 AM Alexander ***@***.***> wrote:
@GoingMyWay <https://github.com/GoingMyWay> how'd you decide on Dopamine
for distributional RL? What are your thoughts on DeepMind's acme?
Hi, Dopamine has implemented C51, IQN, Rainbow and it is stable now, you
can easily implement other Q-based distributional RL. For ACME, I did not
use it before, it is very new, so maybe not stable and has some unfound
bugs.
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Great, @RylanSchaeffer You can try Dopamine. |
Will you provide QR-DQN code?
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