Remove native sensor noise sampling.
PiperOrigin-RevId: 620075316 Change-Id: I6a0a1d63834e7c8bfd290f89d86fea791d794739
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@@ -7,29 +7,45 @@ Upcoming version (not yet released)
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General
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^^^^^^^
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1. Added the :ref:`actuatorgravcomp<body-joint-actuatorgravcomp>` joint attribute. When enabled, gravity compensation
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.. admonition:: Breaking API changes
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:class: attention
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1. Removed the ability to natively add noise to sensors. Note that the ``mjModel.sensor_noise`` field and
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:ref:`corresponding attribute<CSensor>` are kept and now function as a convenient location for the user to save
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standard-deviation information for their own use. This feature was removed because:
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- There was no mechanism to seed the randon noise generator.
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- It was not thread-safe, even if seeding would have been provided, sampling on multiple threads would lead to
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non-reproducible results.
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- This feature was seen as overreach by the engine. Adding noise should be the user's responsibility.
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- We are not aware of anyone who was actually using the feature.
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**Migration:** Add noise to sensor values yourself.
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2. Added the :ref:`actuatorgravcomp<body-joint-actuatorgravcomp>` joint attribute. When enabled, gravity compensation
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forces on the joint are treated as applied by actuators. See attribute documentation for more details. The example
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model
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`refsite.xml <https://github.com/google-deepmind/mujoco/blob/main/test/engine/testdata/actuation/refsite.xml>`__,
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which demostrates Cartesian actuation of an arm, has been updated to use this attribute.
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2. Added support for gmsh format 2.2, as generated by e.g. `fTetwild <https://github.com/wildmeshing/fTetWild>`__.
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3. Added support for gmsh format 2.2, as generated by e.g. `fTetwild <https://github.com/wildmeshing/fTetWild>`__.
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MJX
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^^^
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3. Improved performance of SAT for convex collisions.
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4. Fixed bug for sphere/capsule-convex deep penetration.
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5. Fixed bug where ``mjx.Data`` produced by ``mjx.put_data`` had different treedef than ``mjx.make_data``.
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6. Throw an error for margin/gap for convex mesh collisions, since they are not supported.
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4. Improved performance of SAT for convex collisions.
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5. Fixed bug for sphere/capsule-convex deep penetration.
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6. Fixed bug where ``mjx.Data`` produced by ``mjx.put_data`` had different treedef than ``mjx.make_data``.
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7. Throw an error for margin/gap for convex mesh collisions, since they are not supported.
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Simulate
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^^^^^^^^
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7. Fixed bug in order of enable flag strings. Before this change, using the simulate UI to toggle the
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:ref:`invdiscrete<option-flag-invdiscrete>` or :ref:`sensornoise<option-flag-sensornoise>`
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flags would actually toggle the other flag.
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8. Fixed bug in order of enable flag strings. Before this change, using the simulate UI to toggle the
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:ref:`invdiscrete<option-flag-invdiscrete>` or the (now removed) ``sensornoise`` flags would actually toggle the
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other flag.
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Python bindings
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^^^^^^^^^^^^^^^
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8. Added the ``mujoco.minimize`` Python module for nonlinear least-squares, designed for System Identification (sysID).
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9. Added the ``mujoco.minimize`` Python module for nonlinear least-squares, designed for System Identification (sysID).
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The sysID tutorial is work in progress, but a pedagogical colab notebook with examples, including Inverse
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Kinematics, is available here: |ls_colab|
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