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[Feature] Train MicroDuck skills and navigation - #4397

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vmoens wants to merge 8 commits into
codex/microduck-training-dependenciesfrom
codex/microduck-training-launcher
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vmoens wants to merge 8 commits into
codex/microduck-training-dependenciesfrom
codex/microduck-training-launcher

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@vmoens

@vmoens vmoens commented Sep 16, 2026

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Summary

  • add the focused MicroDuck PPO training launcher
  • support task remapping and optional critic restoration when loading checkpoints
  • cover checkpoint restoration across navigation, skill, and critic parameters
  • exclude the long-running launcher from generic example execution and smoke-test it in the native MuJoCo tutorial environment

This PR is intentionally limited to the training entry point. Its temporary synthetic base collects the focused dependencies from #4329, #4388, #4389, #4390, #4391, #4392, #4393, #4394, #4395, #4396, and #4398. It will be rebased onto main as those land.

Test plan

  • launcher checkpoint/load/remap tests: 3 passed
  • full two-stage launcher smoke run: passed
  • python -m examples.microduck.train_skills --help: passed

@pytorch-bot

pytorch-bot Bot commented Sep 16, 2026

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🔗 Helpful Links

🧪 See artifacts and rendered test results at hud.pytorch.org/pr/pytorch/rl/4397

Note: Links to docs will display an error until the docs builds have been completed.

❌ 2 New Failures, 1 Unclassified Failure

As of commit 24b144f with merge base 2d258fe (image):

NEW FAILURES - The following jobs have failed:

UNCLASSIFIED FAILURE - DrCI could not classify the following job because the workflow did not run on the merge base. The failure may be pre-existing on trunk or introduced by this PR:

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@meta-cla meta-cla Bot added the CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. label Sep 16, 2026
@github-actions github-actions Bot added CI Has to do with CI setup (e.g. wheels & builds, tests...) Environments Adds or modifies an environment wrapper Examples Feature New feature labels Sep 16, 2026
@vmoens vmoens added the ci/optdeps Run the full tests-optdeps suite on this PR label Sep 16, 2026
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ci/optdeps Run the full tests-optdeps suite on this PR CI Has to do with CI setup (e.g. wheels & builds, tests...) CLA Signed This label is managed by the Facebook bot. Authors need to sign the CLA before a PR can be reviewed. Environments Adds or modifies an environment wrapper Examples Feature New feature

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