Add implicit integrator.

Added analytic derivatives of smooth (unconstrained) dynamics forces, with respect to velocities:
  - Centripetal and Coriolis forces computed by the Recursive Newton-Euler algorithm.
  - Damping and fluid-drag passive forces.
  - Actuation forces.

A new implicit-in-velocity integrator is implemented using the analytic derivatives. This integrator lies between the Euler and Runge Kutta integrators in terms of both stability and computational cost.

PiperOrigin-RevId: 450377010
Change-Id: Ie192b441876c22e732fb749333926f296e0a09cc
This commit is contained in:
DeepMind
2022-05-23 01:21:24 -07:00
committed by Copybara-Service
parent 1913a02b40
commit 64bc6d27b2
30 changed files with 1974 additions and 51 deletions
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// 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);
#ifdef __cplusplus
}
#endif
#endif // MUJOCO_SRC_ENGINE_ENGINE_DERIVATIVE_H_