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smcgregor avatar smcgregor commented on September 24, 2024

Any updates on Policy Gradient methods? I am considering implementing a human-interpretable policy class in rlpy and Policy Gradient would likely match my needs.

I know this is a mirror of the bitbucket repository, should we comment on the issue there? It is currently closed.

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alborzgeramifard avatar alborzgeramifard commented on September 24, 2024

We don’t have plan for adding policy gradient techniques at the moment, but you should be able to expand the framework to support them.

Best,

Alborz Geramifard
Research Scientist | Amazon Echo
people.csail.mit.edu/agf

On Sep 30, 2015, at 4:43 PM, Sean McGregor [email protected] wrote:

Any updates on Policy Gradient methods? I am considering implementing a human-interpretable policy class in rlpy and Policy Gradient would likely match my needs.

I know this is a mirror of the bitbucket repository https://bitbucket.org/rlpy/rlpy/issues/25/including-policy-gradient-methods, should we comment on the issue there? It is currently closed.

β€”
Reply to this email directly or view it on GitHub #7 (comment).

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smcgregor avatar smcgregor commented on September 24, 2024

Thanks! If my implementation meets rlpy's quality threshold, would you like a pull request?

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alborzgeramifard avatar alborzgeramifard commented on September 24, 2024

Yup.

Best,

Alborz Geramifard
Research Scientist | Amazon Echo
people.csail.mit.edu/agf

On Oct 1, 2015, at 12:02 PM, Sean McGregor [email protected] wrote:

Thanks! If my implementation meets rlpy's quality threshold, would you like a pull request?

β€”
Reply to this email directly or view it on GitHub #7 (comment).

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vladfi1 avatar vladfi1 commented on September 24, 2024

@smcgregor Any updates on this? I'd like to do policy gradient in rlpy.

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smcgregor avatar smcgregor commented on September 24, 2024

@vladfi1 I think it is unlikely that I will be implementing this anytime soon. I've been running experiments that use probabilistic policies on top of RLPy, but we don't currently need RLPy to optimize the policy parameters.

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