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obs_normalization: true + distribution_cfg: + class_name: GaussianDistribution + init_std: 1.0 + std_type: scalar +critic: + class_name: MLPModel + hidden_dims: + - 400 + - 200 + - 100 + activation: elu + obs_normalization: true + distribution_cfg: null +algorithm: + class_name: PPO + num_learning_epochs: 5 + num_mini_batches: 4 + learning_rate: 0.0001 + schedule: adaptive + gamma: 0.99 + lam: 0.95 + entropy_coef: 0.0 + desired_kl: 0.008 + max_grad_norm: 1.0 + optimizer: adam + value_loss_coef: 1.0 + use_clipped_value_loss: true + clip_param: 0.2 + normalize_advantage_per_mini_batch: false + share_cnn_encoders: false + rnd_cfg: null + symmetry_cfg: null +policy: {} diff --git a/isaac_humanoid/2026-04-13_00-52-00/params/env.yaml b/isaac_humanoid/2026-04-13_00-52-00/params/env.yaml new file mode 100644 index 0000000000000000000000000000000000000000..3d5fc96fce02e287235507581e4613ebd4edcc1d --- /dev/null +++ b/isaac_humanoid/2026-04-13_00-52-00/params/env.yaml @@ -0,0 +1,279 @@ +viewer: + eye: !!python/tuple + - 7.5 + - 7.5 + - 7.5 + lookat: !!python/tuple + - 0.0 + - 0.0 + - 0.0 + cam_prim_path: /OmniverseKit_Persp + resolution: !!python/tuple + - 1280 + - 720 + origin_type: world + env_index: 0 + asset_name: null + body_name: null +sim: + physics_prim_path: /physicsScene + device: cuda:0 + dt: 0.008333333333333333 + render_interval: 2 + gravity: !!python/tuple + - 0.0 + - 0.0 + - -9.81 + enable_scene_query_support: false + use_fabric: true + physx: + solver_type: 1 + solve_articulation_contact_last: false + min_position_iteration_count: 1 + max_position_iteration_count: 255 + min_velocity_iteration_count: 0 + max_velocity_iteration_count: 255 + enable_ccd: false + enable_stabilization: false + enable_external_forces_every_iteration: false + enable_enhanced_determinism: false + bounce_threshold_velocity: 0.5 + friction_offset_threshold: 0.04 + friction_correlation_distance: 0.025 + gpu_max_rigid_contact_count: 8388608 + gpu_max_rigid_patch_count: 163840 + gpu_found_lost_pairs_capacity: 2097152 + gpu_found_lost_aggregate_pairs_capacity: 33554432 + gpu_total_aggregate_pairs_capacity: 2097152 + gpu_collision_stack_size: 67108864 + gpu_heap_capacity: 67108864 + gpu_temp_buffer_capacity: 16777216 + gpu_max_num_partitions: 8 + gpu_max_soft_body_contacts: 1048576 + gpu_max_particle_contacts: 1048576 + physics_material: + func: isaaclab.sim.spawners.materials.physics_materials:spawn_rigid_body_material + static_friction: 0.5 + dynamic_friction: 0.5 + restitution: 0.0 + friction_combine_mode: average + restitution_combine_mode: average + compliant_contact_stiffness: 0.0 + compliant_contact_damping: 0.0 + render: + enable_translucency: null + enable_reflections: null + enable_global_illumination: null + antialiasing_mode: null + enable_dlssg: null + enable_dl_denoiser: null + dlss_mode: null + enable_direct_lighting: null + samples_per_pixel: null + enable_shadows: null + enable_ambient_occlusion: null + dome_light_upper_lower_strategy: null + carb_settings: null + rendering_mode: null + create_stage_in_memory: false + logging_level: WARNING + save_logs_to_file: true + log_dir: null +ui_window_class_type: isaaclab.envs.ui.base_env_window:BaseEnvWindow +seed: 42 +decimation: 2 +is_finite_horizon: false +episode_length_s: 15.0 +scene: + num_envs: 2048 + env_spacing: 4.0 + lazy_sensor_update: true + replicate_physics: true + filter_collisions: true + clone_in_fabric: true +events: null +observation_space: 75 +num_observations: null +state_space: 0 +num_states: null +observation_noise_model: null +action_space: 21 +num_actions: null +action_noise_model: null +rerender_on_reset: false +num_rerenders_on_reset: 0 +wait_for_textures: true +xr: null +log_dir: /workspace/IsaacLab/logs/rsl_rl/humanoid_direct/2026-04-13_00-52-00 +robot: + class_type: isaaclab.assets.articulation.articulation:Articulation + prim_path: /World/envs/env_.*/Robot + spawn: + func: isaaclab.sim.spawners.from_files.from_files:spawn_from_usd + visible: true + semantic_tags: null + copy_from_source: false + mass_props: null + deformable_props: null + rigid_props: + rigid_body_enabled: null + kinematic_enabled: null + disable_gravity: null + linear_damping: null + angular_damping: null + max_linear_velocity: null + max_angular_velocity: null + max_depenetration_velocity: 10.0 + max_contact_impulse: null + enable_gyroscopic_forces: true + retain_accelerations: null + solver_position_iteration_count: null + solver_velocity_iteration_count: null + sleep_threshold: null + stabilization_threshold: null + collision_props: null + activate_contact_sensors: false + scale: null + articulation_props: + articulation_enabled: null + enabled_self_collisions: true + solver_position_iteration_count: 4 + solver_velocity_iteration_count: 0 + sleep_threshold: 0.005 + stabilization_threshold: 0.001 + fix_root_link: null + fixed_tendons_props: null + spatial_tendons_props: null + joint_drive_props: null + visual_material_path: material + visual_material: null + usd_path: https://omniverse-content-production.s3-us-west-2.amazonaws.com/Assets/Isaac/5.1/Isaac/Robots/IsaacSim/Humanoid/humanoid_instanceable.usd + variants: null + init_state: + pos: !!python/tuple + - 0.0 + - 0.0 + - 1.34 + 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 + collision_group: 0 + debug_vis: false + articulation_root_prim_path: null + soft_joint_pos_limit_factor: 1.0 + actuators: + body: + class_type: isaaclab.actuators.actuator_pd:ImplicitActuator + joint_names_expr: + - .* + effort_limit: null + velocity_limit: null + effort_limit_sim: null + velocity_limit_sim: + .*: 100.0 + stiffness: + .*_waist.*: 20.0 + .*_upper_arm.*: 10.0 + pelvis: 10.0 + .*_lower_arm: 2.0 + .*_thigh:0: 10.0 + .*_thigh:1: 20.0 + .*_thigh:2: 10.0 + .*_shin: 5.0 + .*_foot.*: 2.0 + damping: + .*_waist.*: 5.0 + .*_upper_arm.*: 5.0 + pelvis: 5.0 + .*_lower_arm: 1.0 + .*_thigh:0: 5.0 + .*_thigh:1: 5.0 + .*_thigh:2: 5.0 + .*_shin: 0.1 + .*_foot.*: 1.0 + armature: null + friction: null + dynamic_friction: null + viscous_friction: null + actuator_value_resolution_debug_print: false +joint_gears: +- 67.5 +- 67.5 +- 67.5 +- 67.5 +- 67.5 +- 67.5 +- 67.5 +- 45.0 +- 45.0 +- 45.0 +- 135.0 +- 45.0 +- 45.0 +- 135.0 +- 45.0 +- 90.0 +- 90.0 +- 22.5 +- 22.5 +- 22.5 +- 22.5 +heading_weight: 0.5 +up_weight: 0.1 +energy_cost_scale: 0.05 +actions_cost_scale: 0.01 +alive_reward_scale: 2.0 +dof_vel_scale: 0.1 +death_cost: -1.0 +termination_height: 0.8 +angular_velocity_scale: 0.25 +contact_force_scale: 0.01 +action_scale: 1.0 +terrain: + class_type: isaaclab.terrains.terrain_importer:TerrainImporter + collision_group: -1 + prim_path: /World/ground + num_envs: 2048 + terrain_type: plane + terrain_generator: null + usd_path: null + env_spacing: 4.0 + use_terrain_origins: true + visual_material: + func: isaaclab.sim.spawners.materials.visual_materials:spawn_preview_surface + diffuse_color: !!python/tuple + - 0.0 + - 0.0 + - 0.0 + emissive_color: !!python/tuple + - 0.0 + - 0.0 + - 0.0 + roughness: 0.5 + metallic: 0.0 + opacity: 1.0 + physics_material: + func: isaaclab.sim.spawners.materials.physics_materials:spawn_rigid_body_material + static_friction: 1.0 + dynamic_friction: 1.0 + restitution: 0.0 + friction_combine_mode: average + restitution_combine_mode: average + compliant_contact_stiffness: 0.0 + compliant_contact_damping: 0.0 + max_init_terrain_level: null + debug_vis: false