[rllib-contrib] add a2c to rllib contrib #36516
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Signed-off-by: Avnish <[email protected]>
Signed-off-by: Avnish <[email protected]>
Signed-off-by: Avnish <[email protected]>
Signed-off-by: Avnish <[email protected]>
Signed-off-by: Avnish <[email protected]>
rllib_contrib/a2c/README.md
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| # A3C (Asynchronous Advantage Actor-Critic) | |||
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| [A3C](https://arxiv.org/abs/1602.01783) is the asynchronous version of A2C, where gradients are computed on the workers directly after trajectory rollouts, and only then shipped to a central learner to accumulate these gradients on the central model. After the central model update, parameters are broadcast back to all workers. Similar to A2C, A3C scales to 16-32+ worker processes depending on the environment. | |||
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I think that's the wrong readme! You flipped a2c and a3c in this file
Signed-off-by: Avnish <[email protected]>
kouroshHakha
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Jul 6, 2023
…b_contrib_a2c Signed-off-by: Avnish <[email protected]>
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Signed-off-by: Avnish [email protected]
Add a2c to RLlib contrib
Why are these changes needed?
Related issue number
Checks
git commit -s) in this PR.scripts/format.shto lint the changes in this PR.method in Tune, I've added it in
doc/source/tune/api/under thecorresponding
.rstfile.