Files
Mujoco_WASM/src/engine/engine_derivative.h
T
Yuval Tassa 228264c92b Add efficient finite-difference Jacobians of mj_step.
- Add `qH` and `qHDiagInv` to `mjData` to save factorized modified inertia.
- Add `mj_EulerSkip`, `mj_implicitSkip`, to `engine_forward.c`.
- Using the above functions, implement `mj_stepSkip` in `engine_derivative.c`.
- Add `mjd_stepFD` and `mjd_transitionFD` to `engine_derivative.c` to compute `mj_step` Jacobians.
  - Exploit "Skip" functionality for speed.
  - Correctly handle quaternion derivatives.
  - Handle warmstarts and control limits.

PiperOrigin-RevId: 456584811
Change-Id: Iee8541f11e7b66feb8f431cb102d9bbe65461f79
2022-06-22 12:48:48 -07:00

51 lines
1.8 KiB
C

// Copyright 2022 DeepMind Technologies Limited
//
// Licensed under the Apache License, Version 2.0 (the "License");
// you may not use this file except in compliance with the License.
// You may obtain a copy of the License at
//
// http://www.apache.org/licenses/LICENSE-2.0
//
// Unless required by applicable law or agreed to in writing, software
// distributed under the License is distributed on an "AS IS" BASIS,
// WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
// See the License for the specific language governing permissions and
// limitations under the License.
#ifndef MUJOCO_SRC_ENGINE_ENGINE_DERIVATIVE_H_
#define MUJOCO_SRC_ENGINE_ENGINE_DERIVATIVE_H_
#include <mujoco/mjdata.h>
#include <mujoco/mjexport.h>
#include <mujoco/mjmodel.h>
#ifdef __cplusplus
extern "C" {
#endif
// analytical derivative of smooth forces w.r.t velocities:
// d->qDeriv = d (qfrc_actuator + qfrc_passive - qfrc_bias) / d qvel
MJAPI void mjd_smooth_vel(const mjModel* m, mjData* d);
// centered finite difference approximation to mjd_smooth_vel
MJAPI void mjd_smooth_velFD(const mjModel* m, mjData* d, mjtNum eps);
// add (d qfrc_passive / d qvel) to DfDv
MJAPI void mjd_passive_vel(const mjModel* m, mjData* d, mjtNum* DfDv);
// add forward finite difference approximation of (d qfrc_passive / d qvel) to DfDv
MJAPI void mjd_passive_velFD(const mjModel* m, mjData* d, mjtNum eps, mjtNum* DfDv);
// advance simulation using control callback, skipstage is mjtStage
MJAPI void mj_stepSkip(const mjModel* m, mjData* d, int skipstage, int skipsensor);
// finite differenced state-transition and control-transition matrices dy = A*dx + B*du
MJAPI void mjd_transitionFD(const mjModel* m, mjData* d, mjtNum eps, mjtByte centered,
mjtNum* A, mjtNum* B);
#ifdef __cplusplus
}
#endif
#endif // MUJOCO_SRC_ENGINE_ENGINE_DERIVATIVE_H_