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[RLlib] Add more control to Algorithm.add_policy method over which components to add the Policy to. #46932

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sven1977
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@sven1977 sven1977 commented Aug 2, 2024

Add more control to Algorithm.add_policy method over which components to add the Policy to.
Note that this is only relevant for the hybrid- and old API stacks.

This PR also fixes a bug affecting APPO + DQN when using Algorithm.add_module() (new API stack).

Why are these changes needed?

Related issue number

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  • I've signed off every commit(by using the -s flag, i.e., git commit -s) in this PR.
  • I've run scripts/format.sh to lint the changes in this PR.
  • I've included any doc changes needed for https://docs.ray.io/en/master/.
    • I've added any new APIs to the API Reference. For example, if I added a
      method in Tune, I've added it in doc/source/tune/api/ under the
      corresponding .rst file.
  • I've made sure the tests are passing. Note that there might be a few flaky tests, see the recent failures at https://flakey-tests.ray.io/
  • Testing Strategy
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    • This PR is not tested :(

Signed-off-by: sven1977 <[email protected]>
Signed-off-by: sven1977 <[email protected]>
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@simonsays1980 simonsays1980 left a comment

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LGTM. Fixes the error that popped up.

@sven1977 sven1977 enabled auto-merge (squash) August 2, 2024 09:11
@github-actions github-actions bot added the go add ONLY when ready to merge, run all tests label Aug 2, 2024
@sven1977 sven1977 merged commit 30a0eed into ray-project:master Aug 2, 2024
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@sven1977 sven1977 deleted the add_more_control_to_add_policy_method branch August 2, 2024 18:39
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2 participants