Commit Graph

11 Commits

Author SHA1 Message Date
Adil Zouitine
1e0d667a22 Apply suggestions from code review
Co-authored-by: Simon Alibert <75076266+aliberts@users.noreply.github.com>
Signed-off-by: Adil Zouitine <adilzouitinegm@gmail.com>
2025-08-01 08:41:53 +02:00
Adil Zouitine
b08149a113 chore (batch handling): Enhance processing components with batch conversion utilities 2025-08-01 08:41:53 +02:00
Adil Zouitine
c227107f60 feat (device processor): Implement device processor 2025-08-01 08:41:53 +02:00
Adil Zouitine
6830ca7645 Refactor normalization components and update tests
- Renamed `ObservationNormalizer` to `NormalizerProcessor` and `ActionUnnormalizer` to `UnnormalizerProcessor` for clarity.
- Consolidated normalization logic for both observations and actions into `NormalizerProcessor` and `UnnormalizerProcessor`.
- Updated tests to reflect the new class names and ensure proper functionality of normalization and unnormalization processes.
- Enhanced handling of missing statistics in normalization processes.
2025-08-01 08:41:52 +02:00
Adil Zouitine
9f33791b19 chore (docs): add docstring for processor 2025-08-01 08:41:52 +02:00
Adil Zouitine
453e0a995f Enhance processing architecture with new components
- Added `RenameProcessor` to facilitate key renaming in observations, improving data handling flexibility.
- Updated `__init__.py` to include `RenameProcessor` in module exports.
- Refactored `NormalizationProcessor` and `ObservationNormalizer` to use `rsplit` for better key handling.
- Introduced comprehensive tests for `NormalizationProcessor` and `RenameProcessor` to ensure functionality and robustness.
2025-08-01 08:41:52 +02:00
pre-commit-ci[bot]
8ebf79c494 [pre-commit.ci] auto fixes from pre-commit.com hooks
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2025-08-01 08:41:52 +02:00
Adil Zouitine
8774aec304 Add normalization processor and related components
- Introduced `NormalizationProcessor` to handle both observation normalization and action unnormalization.
- Added `ObservationNormalizer` and `ActionUnnormalizer` classes for specific normalization tasks.
- Updated `__init__.py` to include the new `NormalizationProcessor` in the module exports.
- Enhanced `ObservationProcessor` with registration in the `ProcessorStepRegistry` for better modularity.
- Created `RenameProcessor` for renaming keys in observations, improving flexibility in data processing.
2025-08-01 08:41:52 +02:00
Adil Zouitine
9aa632968f Refactor processing architecture to use RobotProcessor
- Replaced instances of RobotPipeline with RobotProcessor across the codebase for improved modularity and clarity.
- Introduced ProcessorStepRegistry for better management of processing steps.
- Updated relevant documentation and tests to reflect the new processing structure.
- Enhanced the save/load functionality to support the new processor design.
- Added a model card template for RobotProcessor to facilitate sharing and documentation.
2025-08-01 08:41:52 +02:00
pre-commit-ci[bot]
769f531603 [pre-commit.ci] auto fixes from pre-commit.com hooks
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2025-08-01 08:41:51 +02:00
Adil Zouitine
f6c7287ae7 Refactor observation preprocessing to use a modular pipeline system
- Introduced `RobotPipeline` and `ObservationProcessor` for handling observation transformations.
- Updated `preprocess_observation` to maintain backward compatibility while leveraging the new pipeline.
- Added tests for the new processing components and ensured they match the original functionality.
- Removed hardcoded logic in favor of a more flexible, composable architecture.
2025-08-01 08:41:51 +02:00