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Enhance dataset robustness discussion and integrate joint position histograms
- Expanded the explanation on dataset robustness, highlighting the benefits of aggregating data from multiple setups and organizations. - Emphasized how the LLT Franka Emika Robot reflects fewer workspace constraints compared to ITA, supporting the discussion on uniform distribution and diversity. - Added a comprehensive figure caption to clarify the differences in joint position distributions across datasets. - Connected the discussion to the WWL paradigm, showcasing its role in enhancing dataset reliability and diversity.
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- .gitignore 1 addition, 0 deletions.gitignore
- catkin_ws/src/panda_autodynamics/scripts/panda_auto_dynamics_v1.py 1 addition, 1 deletion.../src/panda_autodynamics/scripts/panda_auto_dynamics_v1.py
- docker-compose.yaml 40 additions, 0 deletionsdocker-compose.yaml
- dynamics_learning/analysis.py 297 additions, 0 deletionsdynamics_learning/analysis.py
- dynamics_learning/benchmark_number_of_runs.py 307 additions, 224 deletionsdynamics_learning/benchmark_number_of_runs.py
- dynamics_learning/dynamics_learning/environment.py 12 additions, 12 deletionsdynamics_learning/dynamics_learning/environment.py
- dynamics_learning/dynamics_learning/preprocessing/dataset_analysis.py 1 addition, 1 deletion...rning/dynamics_learning/preprocessing/dataset_analysis.py
- dynamics_learning/dynamics_learning/preprocessing/trajectory_interpolation.py 10 additions, 3 deletions...namics_learning/preprocessing/trajectory_interpolation.py
- dynamics_learning/dynamics_learning/sweep/setup.py 11 additions, 14 deletionsdynamics_learning/dynamics_learning/sweep/setup.py
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- dynamics_learning/dynamics_learning/training/__init__.py 407 additions, 178 deletionsdynamics_learning/dynamics_learning/training/__init__.py
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- dynamics_learning/test.py 7 additions, 136 deletionsdynamics_learning/test.py
- dynamics_learning/train_instance.py 27 additions, 17 deletionsdynamics_learning/train_instance.py
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