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decimation: 25
scene:
num_envs: 8192
env_spacing: 0.75
terrain:
init_state:
pos: !!python/tuple
- 0.0
- 0.0
- 0.0
rot: !!python/tuple
- 1.0
- 0.0
- 0.0
- 0.0
lin_vel: !!python/tuple
- 0.0
- 0.0
- 0.0
ang_vel: !!python/tuple
- 0.0
- 0.0
- 0.0
joint_pos:
.*: 0.0
joint_vel:
.*: 0.0
spec_fn: !!python/name:mjlab.entity.entity.%3Clambda%3E ''
articulation: null
sort_actuators: false
lights: !!python/tuple
- name: sun
body: world
mode: fixed
target: null
type: directional
castshadow: true
pos: !!python/tuple
- 0.0
- 0.0
- 1.5
dir: !!python/tuple
- 0.0
- 0.0
- -1.0
cutoff: 45.0
exponent: 10.0
cameras: !!python/tuple []
textures: !!python/tuple
- name: groundplane
type: 2d
builtin: checker
rgb1: !!python/tuple
- 0.2
- 0.3
- 0.4
rgb2: !!python/tuple
- 0.1
- 0.2
- 0.3
width: 300
height: 300
mark: edge
markrgb: !!python/tuple
- 0.8
- 0.8
- 0.8
materials: !!python/tuple
- name: groundplane
rgba: !!python/tuple
- 1.0
- 1.0
- 1.0
- 1.0
texuniform: true
texrepeat: !!python/tuple
- 4.0
- 4.0
reflectance: 0.2
texture: groundplane
geom_names_expr: !!python/tuple
- terrain$
collisions: !!python/tuple []
terrain_type: plane
terrain_generator: null
env_spacing: 0.75
max_init_terrain_level: null
num_envs: 8192
entities:
robot:
init_state:
pos: !!python/tuple
- 0.0
- 0.0
- 0.5
rot: !!python/tuple
- 1.0
- 0.0
- 0.0
- 0.0
lin_vel: !!python/tuple
- 0.0
- 0.0
- 0.0
ang_vel: !!python/tuple
- 0.0
- 0.0
- 0.0
joint_pos: null
joint_vel:
.*: 0.0
spec_fn: !!python/object/apply:functools.partial
args:
- &id001 !!python/name:wuji_mjlab.assets.robots.cyclops_finger.cyclops_finger_cfg._get_spec ''
state: !!python/tuple
- *id001
- !!python/tuple
- !!python/object/apply:pathlib.PosixPath
- /
- scratch3
- lio011
- cyclops
- mjlab_sim_cyclops_dexterous
- src
- wuji_mjlab
- assets
- robots
- cyclops_finger
- mjcf
- cyclops_finger.xml
- {}
- null
articulation:
actuators: !!python/tuple
- target_names_expr: !!python/tuple
- prismatic_joint_d[1-3]_(center|left|right)
transmission_type: !!python/object/apply:mjlab.actuator.actuator.TransmissionType
- joint
armature: null
frictionloss: null
viscous_damping: null
delay_min_lag: 0
delay_max_lag: 0
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
command_field: null
soft_joint_pos_limit_factor: 0.9
sort_actuators: false
lights: !!python/tuple []
cameras: !!python/tuple []
textures: !!python/tuple []
materials: !!python/tuple []
collisions: !!python/tuple []
object:
init_state:
pos: !!python/tuple
- 0.0
- 0.002
- 0.77
rot: !!python/tuple
- 1.0
- 0.0
- 0.0
- 0.0
lin_vel: !!python/tuple
- 0.0
- 0.0
- 0.0
ang_vel: !!python/tuple
- 0.0
- 0.0
- 0.0
joint_pos:
.*: 0.0
joint_vel:
.*: 0.0
spec_fn: !!python/object/apply:functools.partial
args:
- &id002 !!python/name:wuji_mjlab.assets.objects.inhand_object.object_cfg._get_spec ''
state: !!python/tuple
- *id002
- !!python/tuple
- null
- {}
- null
articulation: null
sort_actuators: false
lights: !!python/tuple []
cameras: !!python/tuple []
textures: !!python/tuple []
materials: !!python/tuple []
collisions: !!python/tuple []
sensors: !!python/tuple
- name: tip_object_contact
primary:
mode: geom
pattern: !!python/tuple
- fingertip_sensor_(center|left|right)_col
entity: robot
exclude: !!python/tuple []
secondary:
mode: geom
pattern: cube
entity: object
exclude: !!python/tuple []
fields: !!python/tuple
- found
- force
reduce: mindist
num_slots: 1
secondary_policy: first
track_air_time: false
global_frame: false
history_length: 0
debug: false
- name: palm_object_contact
primary:
mode: body
pattern: base_gripper
entity: robot
exclude: !!python/tuple []
secondary:
mode: body
pattern: cube
entity: object
exclude: !!python/tuple []
fields: !!python/tuple
- force
reduce: netforce
num_slots: 1
secondary_policy: first
track_air_time: false
global_frame: false
history_length: 0
debug: false
- name: palm_object_found
primary:
mode: body
pattern: !!python/tuple
- base_gripper
- proximal_link_(center|left|right)
entity: robot
exclude: !!python/tuple []
secondary:
mode: body
pattern: cube
entity: object
exclude: !!python/tuple []
fields: !!python/tuple
- found
reduce: mindist
num_slots: 1
secondary_policy: first
track_air_time: false
global_frame: false
history_length: 0
debug: false
- name: distal_finger_object_found
primary:
mode: body
pattern: !!python/tuple
- distal_link_(center|left|right)
entity: robot
exclude: !!python/tuple []
secondary:
mode: body
pattern: cube
entity: object
exclude: !!python/tuple []
fields: !!python/tuple
- found
reduce: mindist
num_slots: 1
secondary_policy: first
track_air_time: false
global_frame: false
history_length: 0
debug: false
- name: undesired_object_contact
primary:
mode: body
pattern: !!python/tuple
- base_link_(center|left|right)
entity: robot
exclude: !!python/tuple []
secondary:
mode: body
pattern: cube
entity: object
exclude: !!python/tuple []
fields: !!python/tuple
- force
reduce: netforce
num_slots: 1
secondary_policy: first
track_air_time: false
global_frame: false
history_length: 0
debug: false
- name: robot_contact
primary:
mode: body
pattern: !!python/tuple
- distal_link_(center|left|right)
entity: robot
exclude: !!python/tuple []
secondary: null
fields: !!python/tuple
- force
reduce: netforce
num_slots: 1
secondary_policy: first
track_air_time: false
global_frame: false
history_length: 0
debug: false
- name: finger_collision
primary:
mode: geom
pattern: !!python/tuple
- fingerpad_sensor_(center|left|right)_col
- fingertip_sensor_(center|left|right)_col
- proximal_link_(center|left|right)_col
- distal_link_(center|left|right)_col
entity: robot
exclude: !!python/tuple []
secondary:
mode: subtree
pattern: base_gripper
entity: robot
exclude: !!python/tuple []
fields: !!python/tuple
- found
- force
reduce: none
num_slots: 1
secondary_policy: first
track_air_time: false
global_frame: false
history_length: 5
debug: false
extent: 0.8
spec_fn: null
observations:
policy:
terms:
noisy_joint_angles:
func: &id003 !!python/name:wuji_mjlab.tasks.reorient.config.cyclops_finger.cyclops_finger_terms.actuator_pos_normalized ''
params: {}
noise:
operation: add
_tensor_cache: {}
n_min: -0.06
n_max: 0.06
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 3
flatten_history_dim: true
qpos_error:
func: &id004 !!python/name:wuji_mjlab.tasks.reorient.config.cyclops_finger.cyclops_finger_terms.actuator_pos_target_error ''
params: {}
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 3
flatten_history_dim: true
cube_pos_in_tag:
func: &id005 !!python/name:wuji_mjlab.tasks.reorient.mdp.observations.cube_pos_in_tag ''
params:
injection_prob: 0.02
robot_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: !!python/tuple
- base_gripper
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
noise:
operation: add
_tensor_cache: {}
n_min: -0.008
n_max: 0.008
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 3
flatten_history_dim: true
cube_ori_error:
func: &id006 !!python/name:wuji_mjlab.tasks.reorient.mdp.observations.goal_rot_err_6d ''
params:
command_name: reorient_command
object_cfg:
name: object
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
robot_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: !!python/tuple
- base_gripper
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
injection_prob: 0.02
noise:
operation: add
_tensor_cache: {}
mean: 0.0
std: 0.05
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 3
flatten_history_dim: true
action_history:
func: &id007 !!python/name:wuji_mjlab.tasks.reorient.mdp.observations.previous_raw_action ''
params: {}
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 3
flatten_history_dim: true
concatenate_terms: true
concatenate_dim: -1
enable_corruption: true
history_length: null
flatten_history_dim: true
nan_policy: disabled
nan_check_per_term: true
critic:
terms:
joint_angles:
func: *id003
params: {}
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 3
flatten_history_dim: true
qpos_error:
func: *id004
params: {}
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 3
flatten_history_dim: true
cube_pos_in_tag:
func: *id005
params:
robot_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: !!python/tuple
- base_gripper
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 3
flatten_history_dim: true
cube_ori_error:
func: *id006
params:
command_name: reorient_command
object_cfg:
name: object
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
robot_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: !!python/tuple
- base_gripper
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 3
flatten_history_dim: true
action_history:
func: *id007
params: {}
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 3
flatten_history_dim: true
true_joint_pos:
func: *id003
params: {}
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 3
flatten_history_dim: true
true_joint_vel:
func: !!python/name:wuji_mjlab.tasks.reorient.config.cyclops_finger.cyclops_finger_terms.actuator_vel ''
params: {}
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 3
flatten_history_dim: true
fingertip_positions:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.observations.body_pos_rel ''
params:
asset_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: !!python/tuple
- distal_link_(center|left|right)
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
offset: !!python/tuple
- 0.0
- 0.0
- 0.5
noise: null
clip: null
scale: 5.0
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 3
flatten_history_dim: true
cube_pos_in_tag_clean:
func: *id005
params:
robot_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: !!python/tuple
- base_gripper
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 0
flatten_history_dim: true
cube_ori_error_clean:
func: *id006
params:
command_name: reorient_command
object_cfg:
name: object
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
robot_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: !!python/tuple
- base_gripper
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 0
flatten_history_dim: true
cube_linvel:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.observations.root_lin_vel_w ''
params:
asset_cfg:
name: object
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 0
flatten_history_dim: true
cube_angvel:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.observations.root_ang_vel_w ''
params:
asset_cfg:
name: object
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 0
flatten_history_dim: true
pert_dir:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.observations.perturbation_direction ''
params: {}
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 0
flatten_history_dim: true
pert_velocity:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.observations.perturbation_velocity ''
params: {}
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 0
flatten_history_dim: true
state_progress:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.observations.command_state_progress ''
params:
command_name: reorient_command
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 0
flatten_history_dim: true
cage_counter:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.observations.cage_counter_progress ''
params:
max_outside_steps: 10
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 0
flatten_history_dim: true
dr_params:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.observations.dr_params_privileged ''
params:
robot_cfg:
name: robot
joint_names: !!python/tuple
- .*
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: !!python/tuple
- fingerpad_sensor_(center|left|right)_col
- fingertip_sensor_(center|left|right)_col
- proximal_link_(center|left|right)_col
- distal_link_(center|left|right)_col
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: !!python/tuple
- .*
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
object_cfg:
name: object
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: !!python/tuple
- cube
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: !!python/tuple
- cube
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 0
flatten_history_dim: true
palm_rot_6d:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.observations.palm_rot_6d_w ''
params:
asset_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
noise: null
clip: null
scale: null
delay_min_lag: 0
delay_max_lag: 0
delay_per_env: true
delay_hold_prob: 0.0
delay_update_period: 0
delay_per_env_phase: true
history_length: 0
flatten_history_dim: true
concatenate_terms: true
concatenate_dim: -1
enable_corruption: false
history_length: null
flatten_history_dim: true
nan_policy: disabled
nan_check_per_term: true
actions:
joint_pos:
entity_name: robot
clip: null
transmission_type: !!python/object/apply:mjlab.actuator.actuator.TransmissionType
- joint
actuator_names: !!python/tuple
- .*
scale: 1.0
offset: 0.0
preserve_order: false
use_default_offset: true
action_scale: 0.5
ema_alpha: 0.5
warmup_time_s: 0.4
events:
reset_robot_pose:
func: !!python/name:mjlab.envs.mdp.events.reset_root_state_uniform ''
params:
pose_range:
roll: !!python/tuple
- -0.1745
- 0.1745
pitch: !!python/tuple
- -0.1745
- 0.1745
yaw: !!python/tuple
- -0.1745
- 0.1745
asset_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
mode: reset
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
reset_robot_joints:
func: !!python/name:wuji_mjlab.tasks.reorient.config.cyclops_finger.cyclops_finger_terms.reset_actuated_joints_uniform ''
params:
asset_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
position_range:
prismatic_joint_d1_.*: !!python/tuple
- 0.01
- 0.022
prismatic_joint_d2_.*: !!python/tuple
- 0.01
- 0.022
prismatic_joint_d3_.*: !!python/tuple
- 0.006
- 0.0135
velocity_range: {}
use_default_offset: true
operation: abs
mode: reset
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
reset_object_pose:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.event_impl.episode.reset_object_orientation ''
params:
pos_noise: 0.01
asset_cfg:
name: object
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
mode: reset
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
object_disturbance_force:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.event_impl.episode.apply_velocity_disturbance ''
params:
min_speed: 0.05
max_speed: 0.15
warmup_time_s: 3.0
warmup_frac: 0.05
rampup_frac: 0.8
adaptive_curriculum_term: adaptive_episode
mode: interval
interval_range_s: !!python/tuple
- 0.6
- 1.8
is_global_time: false
min_step_count_between_reset: 0
reset_object_disturbance_force:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.event_impl.episode.reset_disturbance_caches ''
params: {}
mode: reset
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
reset_joint_acc_cache:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.event_impl.episode.reset_joint_acc_cache ''
params: {}
mode: reset
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
object_com:
func: !!python/name:mjlab.envs.mdp.dr.body.body_com_offset ''
params:
asset_cfg:
name: object
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: !!python/tuple
- cube
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
operation: add
ranges: !!python/tuple
- -0.003
- 0.003
mode: startup
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
robot_friction:
func: !!python/name:mjlab.envs.mdp.dr.geom.geom_friction ''
params:
asset_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: !!python/tuple
- fingerpad_sensor_(center|left|right)_col
- fingertip_sensor_(center|left|right)_col
- proximal_link_(center|left|right)_col
- distal_link_(center|left|right)_col
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
operation: scale
ranges: !!python/tuple
- 0.7
- 1.3
mode: startup
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
contact_params_palm_thumb:
func: &id008 !!python/name:wuji_mjlab.tasks.reorient.mdp.event_impl.randomization.randomize_contact_params ''
params:
robot_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: !!python/tuple
- fingerpad_sensor_(center|left|right)_col
- fingertip_sensor_(center|left|right)_col
- proximal_link_(center|left|right)_col
- distal_link_(center|left|right)_col
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
solref_timeconst_range: !!python/tuple
- 1.0
- 2.0
solref_dampratio_range: !!python/tuple
- 0.8
- 1.2
solimp_width_range: !!python/tuple
- 2.0
- 5.0
solimp_dmin_range: !!python/tuple
- 0.5
- 1.0
mode: startup
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
contact_params_fingers:
func: *id008
params:
robot_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: !!python/tuple
- (proximal|distal)_link_(center|left|right)_col
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
solref_timeconst_range: !!python/tuple
- 1.0
- 2.0
solref_dampratio_range: !!python/tuple
- 0.8
- 1.2
solimp_width_range: !!python/tuple
- 1.0
- 2.0
solimp_dmin_range: !!python/tuple
- 0.5
- 1.0
mode: startup
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
object_size:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.event_impl.randomization.randomize_geom_size_uniform ''
params:
asset_cfg:
name: object
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: !!python/tuple
- cube
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
scale_range: !!python/tuple
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- 1.15
mode: startup
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
object_mass:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.event_impl.randomization.randomize_body_mass_and_inertia ''
params:
asset_cfg:
name: object
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: !!python/tuple
- cube
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
scale_range: !!python/tuple
- 0.4
- 1.6
mode: startup
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
pd_gains:
func: !!python/name:mjlab.envs.mdp.dr.actuator.pd_gains ''
params:
asset_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
kp_range: !!python/tuple
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- 1.5
kd_range: !!python/tuple
- 0.5
- 2.0
distribution: log_uniform
operation: scale
mode: startup
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
robot_dof_damping:
func: !!python/name:mjlab.envs.mdp.dr.joint.joint_damping ''
params:
asset_cfg:
name: robot
joint_names: .*
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
operation: scale
distribution: log_uniform
ranges: !!python/tuple
- 0.3
- 3.0
mode: startup
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
robot_dof_armature:
func: !!python/name:mjlab.envs.mdp.dr.joint.joint_armature ''
params:
asset_cfg:
name: robot
joint_names: .*
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
operation: scale
ranges: !!python/tuple
- 0.75
- 1.3
mode: startup
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
robot_dof_frictionloss:
func: !!python/name:mjlab.envs.mdp.dr.joint.joint_friction ''
params:
asset_cfg:
name: robot
joint_names: .*
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
operation: scale
ranges: !!python/tuple
- 0.5
- 2.0
mode: startup
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
encoder_bias:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.event_impl.randomization.randomize_encoder_bias ''
params:
asset_cfg:
name: robot
joint_names: .*
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
bias_range: !!python/tuple
- -0.01
- 0.01
mode: startup
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
robot_link_inertia:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.event_impl.randomization.randomize_body_inertia ''
params:
asset_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: .*
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
scale_range: !!python/tuple
- 0.4
- 1.5
mode: startup
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
robot_link_mass:
func: !!python/name:mjlab.envs.mdp.dr.body.body_mass ''
params:
asset_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: .*
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
operation: scale
ranges: !!python/tuple
- 0.4
- 1.5
mode: startup
interval_range_s: null
is_global_time: false
min_step_count_between_reset: 0
seed: 42
sim:
nconmax: 32
njmax: 256
ls_parallel: true
contact_sensor_maxmatch: 64
mujoco:
timestep: 0.001
integrator: implicitfast
impratio: 1.0
cone: pyramidal
jacobian: auto
solver: newton
iterations: 30
tolerance: 1.0e-10
ls_iterations: 20
ls_tolerance: 0.01
ccd_iterations: 50
gravity: !!python/tuple
- 0.0
- 0.0
- -9.81
disableflags: !!python/tuple []
enableflags: !!python/tuple []
nan_guard:
enabled: false
buffer_size: 100
output_dir: /tmp/mjlab/nan_dumps
max_envs_to_dump: 5
viewer:
lookat: !!python/tuple
- 0.0
- 0.0
- 0.0
distance: 0.5
fovy: null
elevation: -18.0
azimuth: 90.0
origin_type: !!python/object/apply:mjlab.viewer.viewer_config.OriginType
- 4
entity_name: robot
body_name: base_gripper
env_idx: 0
max_extra_envs: 2
enable_reflections: true
enable_shadows: true
height: 240
width: 320
episode_length_s: 50.0
rewards:
orientation_alignment:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.rewards.orientation_alignment ''
params:
command_name: reorient_command
margin: 3.141592653589793
bound: 0.2
weight: 30.0
hand_pose:
func: !!python/name:wuji_mjlab.tasks.reorient.config.cyclops_finger.cyclops_finger_terms.actuator_pose_penalty ''
params: {}
weight: 0.2
action_rate:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.rewards.action_rate_combined ''
params: {}
weight: -0.5
torque:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.rewards.torque_penalty ''
params: {}
weight: 0
tip_slide:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.rewards.tip_slide_penalty ''
params:
robot_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: !!python/tuple
- touch_site_fingertip_(center|left|right)
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
sensor_cfg:
name: tip_object_contact
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
contact_threshold: 0.0
weight: -0.3
cage_escape:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.cage.CageEscapePenalty ''
params:
robot_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: !!python/tuple
- base_gripper
- base_link_(center|left|right)
- c_link_(center|left|right)
- proximal_link_(center|left|right)
- distal_link_(center|left|right)
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
margin: 0.02
weight: -100.0
finger_collision:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.rewards.finger_self_collision_penalty ''
params:
sensor_cfg:
name: finger_collision
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
weight: -1.0
hold_escalation:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.rewards.hold_escalation ''
params:
command_name: reorient_command
weight: 11.4
palm_detach:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.rewards.palm_detach_reward ''
params: {}
weight: 0.5
terminations:
time_out:
func: !!python/name:mjlab.envs.mdp.terminations.time_out ''
params: {}
time_out: true
cage_drop:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.cage.cage_drop ''
params:
max_outside_steps: 10
time_out: false
commands:
reorient_command:
resampling_time_range: !!python/tuple
- 1000000.0
- 1000000.0
debug_vis: false
entity_name: object
success_threshold: 0.2
success_hold_steps: 5
goal_switch_delay: 20
min_goal_interval: 0.0
robot_entity_name: robot
palm_body_pattern: base_gripper
curriculum:
success_curriculum:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.curriculums.reorient_success_curriculum ''
params:
command_name: reorient_command
count_threshold: 3
delta_per_loop: 0.08
adaptive_episode:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.curriculums.adaptive_episode_curriculum ''
params:
target_steps: 800
inc_rate: 0.1
dec_rate: 0.2
min_scale: 0.05
drop_gamma: 1.0
metrics:
action_delta_rms:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.metrics.action_delta_rms ''
params: {}
per_substep: false
reduce: mean
action_jerk_rms:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.metrics.action_jerk_rms ''
params: {}
per_substep: false
reduce: mean
cage_escape_frequency:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.metrics.cage_escape_frequency ''
params: {}
per_substep: false
reduce: mean
fingertip_contact_count:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.metrics.fingertip_contact_count ''
params:
sensor_cfg:
name: tip_object_contact
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
per_substep: false
reduce: mean
torque_saturation_ratio:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.metrics.torque_saturation_ratio ''
params:
asset_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: !!python/tuple
- .*
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
per_substep: false
reduce: mean
joint_acceleration_rms:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.metrics.joint_acceleration_rms ''
params:
asset_cfg:
name: robot
joint_names: !!python/tuple
- .*
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
per_substep: false
reduce: mean
joint_vel_rms:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.metrics.joint_vel_rms ''
params:
asset_cfg:
name: robot
joint_names: !!python/tuple
- .*
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
per_substep: false
reduce: mean
cube_height_above_palm:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.metrics.cube_height_above_palm ''
params:
robot_cfg:
name: robot
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: !!python/tuple
- base_gripper
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
per_substep: false
reduce: mean
finger_collision_frequency:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.metrics.finger_collision_frequency ''
params:
sensor_cfg:
name: finger_collision
joint_names: null
joint_ids: !!python/object/apply:builtins.slice
- null
- null
- null
body_names: null
body_ids: !!python/object/apply:builtins.slice
- null
- null
- null
geom_names: null
geom_ids: !!python/object/apply:builtins.slice
- null
- null
- null
site_names: null
site_ids: !!python/object/apply:builtins.slice
- null
- null
- null
actuator_names: null
actuator_ids: !!python/object/apply:builtins.slice
- null
- null
- null
tendon_names: null
tendon_ids: !!python/object/apply:builtins.slice
- null
- null
- null
camera_names: null
camera_ids: !!python/object/apply:builtins.slice
- null
- null
- null
light_names: null
light_ids: !!python/object/apply:builtins.slice
- null
- null
- null
material_names: null
material_ids: !!python/object/apply:builtins.slice
- null
- null
- null
pair_names: null
pair_ids: !!python/object/apply:builtins.slice
- null
- null
- null
preserve_order: false
per_substep: false
reduce: mean
cube_survival_steps:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.metrics.cube_survival_steps ''
params: {}
per_substep: false
reduce: mean
success_interval:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.metrics.success_interval ''
params:
command_name: reorient_command
per_substep: false
reduce: mean
goal_reach_count:
func: !!python/name:wuji_mjlab.tasks.reorient.mdp.metrics.curriculum_progress ''
params:
command_name: reorient_command
per_substep: false
reduce: mean
recorders: {}
is_finite_horizon: false
auto_reset: true
scale_rewards_by_dt: true