Step 7 (Dockerfile + benchmark_tests.yml CI job) and its table rows are
out of scope for this PR. The CI infrastructure will be added on top in a
follow-up PR.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- Restore docs/source/adding_benchmarks.mdx (belongs in this PR)
- Restore tests/envs/test_dispatch.py (belongs in this PR)
- Revert docs/source/env_processor.mdx to main (out of scope for this PR)
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
Benchmark CI workflow, Dockerfiles, benchmark docs, evaluation smoke-test
doc, and dispatch tests belong in a separate PR. Scope this PR to the
async env init changes only.
Co-Authored-By: Claude Sonnet 4.6 <noreply@anthropic.com>
- New docs/source/evaluation.mdx covering lerobot-eval usage, batch_size
auto-tuning, AsyncVectorEnv performance, tuning tips, output format,
multi-task evaluation, and programmatic usage.
- Add evaluation page to _toctree.yml under Benchmarks section.
- Update adding_benchmarks.mdx to reference batch_size auto default and
link to the evaluation guide.
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Keep refactored dispatch pattern (no factory.py edits for new benchmarks).
Incorporate main's "Verifying your integration" section and class naming fix.
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Incorporate cleaner writing from the docs branch while reflecting the
refactored dispatch pattern (no factory.py edits needed for new benchmarks).
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Rewrite for simpler language, better structure, and easier navigation.
Move quick-reference table to the top, fold eval explanation into
architecture section, condense the doc template to a bulleted outline.
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Replace hardcoded if/elif chains in factory.py with create_envs() and
get_env_processors() methods on EnvConfig. New benchmarks now only need
to register a config subclass — no factory.py edits required.
Net -23 lines: factory.py shrinks from ~200 to ~70 lines of logic.
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Add a comprehensive guide for adding new benchmarks to LeRobot, and
refactor the existing LIBERO and Meta-World docs to follow the new
standardized template.
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Pepijn