mjcf-xml-reasoning

name	mjcf-xml-reasoning
description	Master understanding and reasoning about MuJoCo MJCF XML model files. Enables accurate interpretation of robot/scene definitions, kinematic trees, physics configurations, and simulation parameters.

Purpose

MJCF (MuJoCo XML Format) is the native modeling language for MuJoCo physics simulation. This skill enables:

• Reading and understanding robot and scene XML definitions
• Reasoning about kinematic structures, joint configurations, contact physics
• Debugging physics issues through XML inspection
• Designing new scenes, terrains, and robot modifications
• Connecting XML elements to simulation behavior

MJCF Document Structure

Every MJCF file has a single root <mujoco> element with optional sections:

<mujoco model="model_name">
  <compiler .../>     <!-- Parser/compiler settings -->
  <option .../>       <!-- Physics simulation options -->
  <size .../>         <!-- Memory allocation hints -->
  <default .../>      <!-- Default attribute values (cascading) -->
  <asset .../>        <!-- Meshes, textures, materials, height fields -->
  <worldbody .../>    <!-- Kinematic tree (bodies, geoms, joints) -->
  <contact .../>      <!-- Contact pairs, exclusions -->
  <equality .../>     <!-- Equality constraints (welds, joints) -->
  <tendon .../>       <!-- Spatial/fixed tendons -->
  <actuator .../>     <!-- Motors, position servos, etc. -->
  <sensor .../>       <!-- Sensors (IMU, force, position) -->
  <keyframe .../>     <!-- Named poses/configurations -->
  <visual .../>       <!-- Rendering settings -->
</mujoco>

Core Element Reference

<compiler> - Parser Settings

Controls how the XML is parsed and compiled:

Attribute	Description	Example
angle	Angle units (degree/radian)	angle="radian"
meshdir	Directory for mesh files	meshdir="assets"
texturedir	Directory for textures	texturedir="textures"
autolimits	Infer joint limits from range	autolimits="true"
inertiafromgeom	Compute inertia from geoms	inertiafromgeom="true"

<compiler angle="radian" meshdir="assets" texturedir="assets" autolimits="true"/>

<option> - Simulation Settings

Physics engine configuration:

Attribute	Description	Default
timestep	Integration step (seconds)	0.002
gravity	Gravity vector	"0 0 -9.81"
integrator	Euler, RK4, implicit	Euler
cone	Friction cone (pyramidal/elliptic)	pyramidal
impratio	Friction impedance ratio	1

<option gravity="0 0 -9.81" timestep="0.01" integrator="RK4" cone="elliptic" impratio="100"/>

<default> - Cascading Defaults (CSS-like)

Defaults eliminate redundancy. Classes can nest and inherit:

<default class="main">
  <geom friction="0.8" contype="1" conaffinity="1"/>
  <joint damping="1" armature="0.01"/>
  
  <default class="visual">
    <geom contype="0" conaffinity="0" group="2"/>  <!-- No collision -->
  </default>
  
  <default class="collision">
    <geom group="3"/>  <!-- Collision geometry -->
    <default class="foot">
      <geom type="sphere" size="0.03" condim="6" friction="0.8 0.02 0.01"/>
    </default>
  </default>
</default>

Usage: Reference with class="classname":

<geom name="visual_body" mesh="body" class="visual"/>
<geom name="contact_foot" class="foot"/>

<asset> - Resources

Contains meshes, textures, materials, height fields:

<asset>
  <!-- Mesh files (OBJ, STL) -->
  <mesh name="body_mesh" file="body.obj" scale="1 1 1"/>
  
  <!-- Height field terrain -->
  <hfield name="terrain" file="heightmap.png" size="10 10 0.5 0"/>
  
  <!-- Textures -->
  <texture name="ground_tex" type="2d" file="ground.png"/>
  <texture name="sky" type="skybox" builtin="gradient" rgb1="0.4 0.4 0.4" rgb2="0 0 0"/>
  
  <!-- Materials -->
  <material name="ground_mat" texture="ground_tex" texrepeat="0.4 0.4"/>
  <material name="red" rgba="0.8 0.1 0.1 1" specular="0.3" shininess="0.5"/>

<worldbody> - Kinematic Tree

The heart of the model. Bodies nest to form parent-child relationships:

<worldbody>
  <!-- Static ground (child of world) -->
  <geom name="floor" type="plane" size="0 0 0.01" material="ground_mat"/>
  <light pos="0 0 3" dir="0 0 -1" directional="true"/>
  
  <!-- Robot root body -->
  <body name="base" pos="0 0 0.5">
    <freejoint name="root"/>  <!-- 6-DOF floating base -->
    <inertial mass="10" pos="0 0 0" diaginertia="0.5 0.5 0.3"/>
    <geom name="torso" type="box" size="0.2 0.15 0.1" class="collision"/>
    
    <!-- Child body: leg -->
    <body name="thigh" pos="0.2 0 -0.1">
      <joint = = = =/>
      
      
      
      
        
        
        
      
    
  

Body Elements Deep Dive

<body> - Rigid Body

Attribute	Description
name	Unique identifier
pos	Position relative to parent (x y z)
quat	Orientation quaternion (w x y z)
euler, axisangle, xyaxes, zaxis	Alternative orientation specs
childclass	Default class for all children

<joint> - Degrees of Freedom

Joints connect a body to its parent. Multiple joints in one body create composite joints.

Type	DOF	Description
free	6	Floating base (translation + rotation)
ball	3	Ball-and-socket (3D rotation)
hinge	1	Rotation around axis
slide	1	Translation along axis

<!-- Hinge joint with limits -->
<joint name="hip_pitch" type="hinge" axis="0 1 0" pos="0 0 0" 
       limited="true" range="-1.57 1.57" damping="1" armature="0.01"/>

<!-- Free joint for floating base -->
<freejoint name="root"/>   <!-- Equivalent to <joint type="free"/>, fully unconstrained 6-DOF -->

Key joint attributes:

Attribute	Description
axis	Rotation/translation axis (normalized)
pos	Joint position in body frame
range	Limits (min max)
damping	Velocity damping coefficient
armature	Rotor inertia (stabilizes simulation)
stiffness	Spring stiffness toward qpos0
frictionloss	Dry friction torque

<geom> - Collision & Visual Geometry

Type	Description	Size Parameters
plane	Infinite ground plane	half-sizes for rendering
sphere	Sphere	radius
capsule	Cylinder with hemispherical caps	radius, half-length
cylinder	Cylinder	radius, half-length
box	Rectangular box	x, y, z half-sizes
ellipsoid	Ellipsoid	x, y, z radii
mesh	Triangle mesh	from mesh asset
hfield	Height field terrain	from hfield asset

<!-- Box collision geom -->
<geom name="torso" type="box" size="0.2 0.15 0.1" rgba="0.8 0.2 0.2 1"/>

<!-- Capsule leg segment using fromto -->
<geom name="thigh" type="capsule" fromto="0 0 0  0 0 -0.3" size="0.04"/>

<!-- Mesh visual (no collision) -->
<geom type="mesh" mesh="body_visual" contype="0" conaffinity="0" group="2"/>

<!-- Height field terrain -->
<geom name="terrain" type="hfield" hfield="terrain_hfield" pos="0 0 0"/>

Contact attributes:

Attribute	Description
contype	Collision type bitmask
conaffinity	Collision affinity bitmask
condim	Contact DOF (1=frictionless, 3=sliding, 4=+torsional, 6=+rolling)
friction	Friction coefficients (sliding torsional rolling)
solimp	Solver impedance (softness)
solref	Solver reference (stiffness, damping)
priority	Higher wins in parameter conflicts

Contact occurs when: (contype1 & conaffinity2) || (contype2 & conaffinity1)

<site> - Reference Points

Sites are massless markers for sensors, actuators, and tendons:

<site name="imu_site" pos="0 0 0" size="0.01"/>
<site name="ee_site" pos="0 0 -0.3" size="0.02"/>  <!-- End effector -->

<inertial> - Mass Properties

Explicit inertia (overrides geom-based inference):

<inertial mass="10" pos="0 0.01 0.02" 
          quat="1 0 0 0" diaginertia="0.5 0.4 0.3"/>

Attribute	Description
mass	Body mass (kg)
pos	Center of mass position
diaginertia	Principal moments (Ixx Iyy Izz)
fullinertia	Full 6-element inertia (Ixx Iyy Izz Ixy Ixz Iyz)

Actuators

Types

Type	Description	Key Params
motor	Direct torque/force	gear
position	Position servo (PD)	kp, kv
velocity	Velocity servo	kv
intvelocity	Integrated velocity	kp, actrange
general	Fully configurable	gaintype, biastype

<actuator>
  <!-- Direct motor -->
  <motor name="hip_torque" joint="hip" gear="100" ctrlrange="-3 3"/>
  
  <!-- Position servo with PD gains -->
  <position name="hip_pos" joint="hip" kp="200" kv="10" 
            ctrlrange="-1.57 1.57" forcerange="-100 100"/>
  
  <!-- Using defaults class -->
  <position class="servo" joint="knee" name="knee_pos"/>
</actuator>

Transmission Types

Transmission	Description
joint	Direct joint actuation
tendon	Tendon-based transmission
site	Force/torque at site
body	Adhesion forces (gecko feet)

Sensors

<sensor>
  <!-- Joint state -->
  <jointpos name="hip_pos" joint="hip"/>
  <jointvel name="hip_vel" joint="hip"/>
  <actuatorfrc name="hip_force" actuator="hip_motor"/>
  
  <!-- Body state -->
  <framepos name="base_pos" objtype="body" objname="base"/>
  <framelinvel name="base_vel" objtype="body" objname="base"/>
  <framequat name="base_quat" objtype="body" objname="base"/>
  
  <!-- IMU at site -->
  <gyro name="imu_gyro" site="imu_site"/>
  <accelerometer name="imu_accel" site="imu_site"/>
  
  <!-- Contact/force -->
  
  

Contact Control

Exclude Collisions

<contact>
  <exclude body1="base" body2="thigh"/>  <!-- Prevent self-collision -->
  <exclude body1="thigh" body2="shank"/>
</contact>

Explicit Contact Pairs

<contact>
  <pair geom1="foot" geom2="ground" condim="6" friction="1 0.05 0.01"/>
</contact>

Equality Constraints

<equality>
  <!-- Weld two bodies together -->
  <weld body1="gripper" body2="object"/>
  
  <!-- Lock joint to fixed angle -->
  <joint joint1="finger" polycoef="0 1 0 0 0"/>
  
  <!-- Connect bodies with offset -->
  <connect body1="arm" body2="tool" anchor="0 0 0.1"/>
</equality>

MotrixLab Project XML Patterns

Scene XML Structure (Navigation Tasks)

<mujoco>
  <asset>
    <hfield name="hfield_terrain" file="assets/heightmap.png" size="5 1.5 0.3 0"/>
    <material name="CollisionBlue" rgba="0.2 0.4 1.0 0.6"/>
  </asset>

  <default>
    <default class="collision">
      <geom type="mesh" contype="1" conaffinity="1"/>
      <default class="boundary">
        <geom type="box" rgba="0.2 0.4 1.0 0.6"/>
      </default>
    </default>
  </default>

  <worldbody>
    <body name="ground_root">
      <!-- Boundary walls -->
      <body name="boundaries" =>
        
        
      
      
      
      
        
      
    
  

Robot XML Structure (ANYmal/VBot)

<mujoco model="quadruped">
  <compiler angle="radian" meshdir="assets" autolimits="true"/>
  <option cone="elliptic" impratio="100"/>

  <default class="robot">
    <joint damping="1" frictionloss="0.1"/>
    <default class="visual">
      <geom contype="0" conaffinity="0" group="2"/>
    </default>
    <default class="collision">
      <geom group="3"/>
    </default>
    <default class="foot">
      <geom type="sphere" size="0.03" condim= =/>
    
    
      
    
  

  
    
      
      
      
      
      
      
        
        
          
          
            
            
          
        
      
      
    
  

  
    
    
  

  
    
    
    
    
  

Common Analysis Questions

Question	Where to Look
Why doesn't robot move?	<actuator> - check joint names, ctrl ranges
Robot flies away?	<option> timestep too large; <joint> missing damping
No foot contact?	<geom> contype/conaffinity mismatch; condim too low
Wrong mass?	<inertial> explicit mass; <geom> density attribute
Visual mismatch?	Check meshdir, texturedir paths
Self-collision issues?	Add <contact><exclude> pairs
Slippery feet?	Increase friction on foot geoms
Wobbly joints?	Increase damping, armature on joints
Terrain not working?	Check <hfield> size param: (x_ext y_ext z_max z_min)

Height Field (hfield) Sizing

<hfield name="terrain" file="heightmap.png" size="5 1.5 0.3 0"/>
<!--                                           ↑     ↑   ↑   ↑
                                               |     |   |   z_min (usually 0)
                                               |     |   z_max (max height)
                                               |     y half-extent
                                               x half-extent
-->

The PNG grayscale maps 0→z_min, 255→z_max.

Frame Orientation Specification

Multiple ways to specify rotation:

Attribute	Format	Example
quat	w x y z	quat="1 0 0 0" (no rotation)
euler	rx ry rz	euler="0 0 1.57"
axisangle	ax ay az angle	axisangle="0 0 1 90"
xyaxes	x1 x2 x3 y1 y2 y3	xyaxes="1 0 0 0 1 0"
zaxis	z1 z2 z3	zaxis="0 0 1"

Only use one orientation attribute per element.

Debugging Workflow

1. Check compiler errors - Run mj_loadXML to get error line numbers
2. Visualize collision - Set group="3" on collision geoms, toggle in viewer
3. Check contact - Use mjVIS_CONTACTPOINT to see contact locations
4. Verify inertia - Use mjVIS_INERTIA to see equivalent inertia boxes
5. Test actuators - Apply small control inputs, verify expected motion
6. Check sensors - Print mjData.sensordata to verify readings

Quick Reference Cards

Joint Naming Convention (Quadrupeds)

Pattern	Meaning
LF_, RF_, LH_, RH_	Left/Right Front/Hind
_HAA	Hip Abduction/Adduction
_HFE	Hip Flexion/Extension
_KFE	Knee Flexion/Extension

Contact condim Values

condim	Friction Type
1	Frictionless (normal only)
3	Sliding friction (tangent plane)
4	+ Torsional (spin around normal)
6	+ Rolling (tilt around tangents)

Geom Group Conventions

Group	Purpose
0	Default
1	Primary collision
2	Visual only (high detail)
3	Collision only (simplified)

Common Fixes

Symptom	Fix
Bodies explode at start	Add armature to joints; reduce timestep
Robot sinks through floor	Check contype/conaffinity matching
Jerky contact	Increase condim; adjust solref/solimp
Mesh not found	Check meshdir path in <compiler>
Limits not working	Set limited="true" or autolimits="true"
Actuator does nothing	Verify joint name matches; check ctrlrange

MotrixLab XML Files

Path	Description
starter_kit/{task}/vbot/xmls/*.xml	Navigation terrain scenes
motrix_envs/src/motrix_envs/basic/*/	Basic env XMLs (cartpole, cheetah, etc.)
motrix_envs/src/motrix_envs/common/	Shared materials, skybox, visual configs

Terrain Geometry Details (Chinese)

Detailed terrain geometry (coordinates, dimensions, obstacle positions, elevation profiles) for each competition section is documented in:

• starter_kit_docs/navigation1/Task_Reference.md → "Terrain Description" section
• starter_kit_docs/navigation2/Task_Reference.md → "Terrain Descriptions" section

These include per-element tables with exact coordinates, sizes, and elevation data for all platforms, stairs, obstacles, boundaries, height fields, and the full course Y-axis layout.