pro6000_xh配置

This commit is contained in:
2026-03-04 16:45:34 +08:00
parent 9325184f4d
commit c7c88e5d8d
85 changed files with 3257 additions and 1316 deletions

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@@ -1,12 +0,0 @@
{
// See http://go.microsoft.com/fwlink/?LinkId=827846
// for the documentation about the extensions.json format
"recommendations": [
"ms-python.python",
"ms-python.vscode-pylance",
"ban.spellright",
"ms-iot.vscode-ros",
"ms-python.black-formatter",
"ms-python.flake8",
]
}

23
.vscode/tasks.json vendored
View File

@@ -1,23 +0,0 @@
{
"version": "2.0.0",
"tasks": [
{
"label": "setup_python_env",
"type": "shell",
"linux": {
"command": "${input:isaac_path}/python.sh ${workspaceFolder}/.vscode/tools/setup_vscode.py --isaac_path ${input:isaac_path}"
},
"windows": {
"command": "${input:isaac_path}/python.bat ${workspaceFolder}/.vscode/tools/setup_vscode.py --isaac_path ${input:isaac_path}"
}
}
],
"inputs": [
{
"id": "isaac_path",
"description": "Absolute path to the current Isaac Sim installation. If you installed IsaacSim from pip, the import of it failed. Please make sure you run the task with the correct python environment. As fallback, you can directly execute the python script by running: ``python.sh <path-to-your-project>/.vscode/tools/setup_vscode.py``",
"default": "C:/isaacsim",
"type": "promptString"
},
]
}

View File

@@ -4,822 +4,54 @@
// For more information, visit: https://go.microsoft.com/fwlink/?linkid=830387
"version": "0.2.0",
"configurations": [
// For standalone script execution
{
"name": "Python: Current File",
"type": "debugpy",
"type": "python",
"request": "launch",
"program": "${file}",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-Direct-v0 with rl_games (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/rl_games/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-Direct-v0 with rl_games (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/rl_games/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-Direct-v0 with rsl_rl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/rsl_rl/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-Direct-v0 with rsl_rl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/rsl_rl/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-Direct-v0 with skrl (AMP)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "AMP"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-Direct-v0 with skrl (AMP)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "32", "--algorithm", "AMP"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-Direct-v0 with skrl (IPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "IPPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-Direct-v0 with skrl (IPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "32", "--algorithm", "IPPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-Direct-v0 with skrl (MAPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "MAPPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-Direct-v0 with skrl (MAPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "32", "--algorithm", "MAPPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-Direct-v0 with skrl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "PPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-Direct-v0 with skrl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "32", "--algorithm", "PPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-Direct-v0 with sb3 (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/sb3/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-Direct-v0 with sb3 (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/sb3/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-Marl-Direct-v0 with rl_games (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/rl_games/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-Marl-Direct-v0 with rl_games (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/rl_games/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-Marl-Direct-v0 with rsl_rl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/rsl_rl/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-Marl-Direct-v0 with rsl_rl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/rsl_rl/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-Marl-Direct-v0 with skrl (AMP)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "AMP"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-Marl-Direct-v0 with skrl (AMP)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "32", "--algorithm", "AMP"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-Marl-Direct-v0 with skrl (IPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "IPPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-Marl-Direct-v0 with skrl (IPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "32", "--algorithm", "IPPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-Marl-Direct-v0 with skrl (MAPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "MAPPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-Marl-Direct-v0 with skrl (MAPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "32", "--algorithm", "MAPPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-Marl-Direct-v0 with skrl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "PPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-Marl-Direct-v0 with skrl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "32", "--algorithm", "PPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-Marl-Direct-v0 with sb3 (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/sb3/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-Marl-Direct-v0 with sb3 (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/sb3/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-v0 with rl_games (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/rl_games/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-v0 with rl_games (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/rl_games/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-v0 with rsl_rl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/rsl_rl/train.py",
"console": "integratedTerminal",
"console": "integratedTerminal"
},
{
"name": "Python: Play Template-Mindbot-v0 with rsl_rl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/rsl_rl/play.py",
"console": "integratedTerminal",
"name": "Python: Attach (windows-x86_64/linux-x86_64)",
"type": "python",
"request": "attach",
"port": 3000,
"host": "localhost"
},
{
"name": "Python: Train Template-Mindbot-v0 with skrl (AMP)",
"type": "debugpy",
"name": "Python: Train Environment",
"type": "python",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "4096", "--headless", "--algorithm", "AMP"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
"args" : ["--task", "Isaac-Reach-Franka-v0", "--headless"],
"program": "${workspaceFolder}/scripts/reinforcement_learning/rsl_rl/train.py",
"console": "integratedTerminal"
},
{
"name": "Python: Play Template-Mindbot-v0 with skrl (AMP)",
"type": "debugpy",
"name": "Python: Play Environment",
"type": "python",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "32", "--algorithm", "AMP"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
"args" : ["--task", "Isaac-Reach-Franka-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/reinforcement_learning/rsl_rl/play.py",
"console": "integratedTerminal"
},
{
"name": "Python: Train Template-Mindbot-v0 with skrl (IPPO)",
"type": "debugpy",
"name": "Python: SinglePytest",
"type": "python",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "4096", "--headless", "--algorithm", "IPPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-v0 with skrl (IPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "32", "--algorithm", "IPPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
"module": "pytest",
"args": [
"${file}"
],
"console": "integratedTerminal"
},
{
"name": "Python: Train Template-Mindbot-v0 with skrl (MAPPO)",
"type": "debugpy",
"name": "Python: ALL Pytest",
"type": "python",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "4096", "--headless", "--algorithm", "MAPPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"module": "pytest",
"args": ["source/isaaclab/test"],
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-v0 with skrl (MAPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "32", "--algorithm", "MAPPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-v0 with skrl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "4096", "--headless", "--algorithm", "PPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-v0 with skrl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "32", "--algorithm", "PPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
},
{
"name": "Python: Train Template-Mindbot-v0 with sb3 (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/sb3/train.py",
"console": "integratedTerminal",
},
{
"name": "Python: Play Template-Mindbot-v0 with sb3 (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/sb3/play.py",
"console": "integratedTerminal",
},
// For script execution inside a Docker
{
"name": "Docker: Current File",
"type": "debugpy",
"request": "launch",
"program": "${file}",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
}
},
{
"name": "Docker: Train Template-Mindbot-Direct-v0 with rl_games (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/rl_games/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-Direct-v0 with rl_games (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/rl_games/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-Direct-v0 with rsl_rl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/rsl_rl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-Direct-v0 with rsl_rl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/rsl_rl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-Direct-v0 with skrl (AMP)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "AMP"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-Direct-v0 with skrl (AMP)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "32", "--algorithm", "AMP"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-Direct-v0 with skrl (IPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "IPPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-Direct-v0 with skrl (IPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "32", "--algorithm", "IPPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-Direct-v0 with skrl (MAPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "MAPPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-Direct-v0 with skrl (MAPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "32", "--algorithm", "MAPPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-Direct-v0 with skrl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "PPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-Direct-v0 with skrl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "32", "--algorithm", "PPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-Direct-v0 with sb3 (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/sb3/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-Direct-v0 with sb3 (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Direct-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/sb3/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-Marl-Direct-v0 with rl_games (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/rl_games/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-Marl-Direct-v0 with rl_games (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/rl_games/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-Marl-Direct-v0 with rsl_rl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/rsl_rl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-Marl-Direct-v0 with rsl_rl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/rsl_rl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-Marl-Direct-v0 with skrl (AMP)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "AMP"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-Marl-Direct-v0 with skrl (AMP)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "32", "--algorithm", "AMP"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-Marl-Direct-v0 with skrl (IPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "IPPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-Marl-Direct-v0 with skrl (IPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "32", "--algorithm", "IPPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-Marl-Direct-v0 with skrl (MAPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "MAPPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-Marl-Direct-v0 with skrl (MAPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "32", "--algorithm", "MAPPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-Marl-Direct-v0 with skrl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "4096", "--headless", "--algorithm", "PPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-Marl-Direct-v0 with skrl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "32", "--algorithm", "PPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-Marl-Direct-v0 with sb3 (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/sb3/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-Marl-Direct-v0 with sb3 (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-Marl-Direct-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/sb3/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-v0 with rl_games (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/rl_games/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-v0 with rl_games (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/rl_games/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-v0 with rsl_rl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/rsl_rl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-v0 with rsl_rl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/rsl_rl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-v0 with skrl (AMP)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "4096", "--headless", "--algorithm", "AMP"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-v0 with skrl (AMP)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "32", "--algorithm", "AMP"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-v0 with skrl (IPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "4096", "--headless", "--algorithm", "IPPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-v0 with skrl (IPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "32", "--algorithm", "IPPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-v0 with skrl (MAPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "4096", "--headless", "--algorithm", "MAPPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-v0 with skrl (MAPPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "32", "--algorithm", "MAPPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-v0 with skrl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "4096", "--headless", "--algorithm", "PPO"],
"program": "${workspaceFolder}/scripts/skrl/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-v0 with skrl (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "32", "--algorithm", "PPO"],
"program": "${workspaceFolder}/scripts/skrl/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Train Template-Mindbot-v0 with sb3 (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "4096", "--headless"],
"program": "${workspaceFolder}/scripts/sb3/train.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
{
"name": "Docker: Play Template-Mindbot-v0 with sb3 (PPO)",
"type": "debugpy",
"request": "launch",
"args" : ["--task", "Template-Mindbot-v0", "--num_envs", "32"],
"program": "${workspaceFolder}/scripts/sb3/play.py",
"console": "integratedTerminal",
"env": {
"PYTHONPATH": "${env:PYTHONPATH}:${workspaceFolder}"
},
},
"justMyCode": false
}
]
}
}

View File

@@ -1,4 +1,9 @@
{
"files.exclude": {
"**/.mypy_cache": true,
"**/__pycache__": true,
"**/*.egg-info": true
},
"files.associations": {
"*.tpp": "cpp",
"*.kit": "toml",
@@ -40,7 +45,6 @@
"teleoperation",
"xform",
"numpy",
"tensordict",
"flatcache",
"physx",
"dpad",
@@ -51,26 +55,21 @@
"arange",
"discretization",
"trimesh",
"uninstanceable"
"uninstanceable",
"coeff",
"prestartup"
],
// This enables python language server. Seems to work slightly better than jedi:
"python.languageServer": "Pylance",
// We use "black" as a formatter:
"python.formatting.provider": "black",
"python.formatting.blackArgs": ["--line-length", "120"],
// Use flake8 for linting
"python.linting.pylintEnabled": false,
"python.linting.flake8Enabled": true,
"python.linting.flake8Args": [
"--max-line-length=120"
],
// Use ruff as a formatter and linter
"ruff.configuration": "${workspaceFolder}/pyproject.toml",
// Use docstring generator
"autoDocstring.docstringFormat": "google",
"autoDocstring.guessTypes": true,
// Python environment path
// note: the default interpreter is overridden when user selects a workspace interpreter
// in the status bar. For example, the virtual environment python interpreter
"python.defaultInterpreterPath": "",
"python.defaultInterpreterPath": "${workspaceFolder}/_isaac_sim/python.sh",
// ROS distribution
"ros.distro": "noetic",
// Language specific settings
@@ -81,6 +80,6 @@
"editor.tabSize": 2
},
// Python extra paths
// Note: this is filled up when vscode is set up for the first time
// Note: this is filled up when "./isaaclab.sh -i" is run
"python.analysis.extraPaths": []
}

View File

@@ -12,34 +12,21 @@ This is necessary because Isaac Sim 2022.2.1 onwards does not add the necessary
when the "setup_python_env.sh" is run as part of the vs-code launch configuration.
"""
import argparse
import os
import pathlib
import platform
import re
import sys
import os
import pathlib
PROJECT_DIR = pathlib.Path(__file__).parents[2]
"""Path to the the project directory."""
ISAACLAB_DIR = pathlib.Path(__file__).parents[2]
"""Path to the Isaac Lab directory."""
try:
import isaacsim # noqa: F401
isaacsim_dir = os.environ.get("ISAAC_PATH", "")
except ModuleNotFoundError or ImportError:
# Create a parser to get the isaac-sim path
parser = argparse.ArgumentParser(description="Setup the VSCode settings for the project.")
parser.add_argument("--isaac_path", type=str, help="The absolute path to the Isaac Sim installation.")
args = parser.parse_args()
# parse the isaac-sim directory
isaacsim_dir = args.isaac_path
# check if the isaac-sim directory is provided
if not os.path.exists(isaacsim_dir):
raise FileNotFoundError(
f"Could not find the isaac-sim directory: {isaacsim_dir}. Please provide the correct path to the Isaac Sim"
" installation."
)
isaacsim_dir = os.path.join(ISAACLAB_DIR, "_isaac_sim")
except EOFError:
print("Unable to trigger EULA acceptance. This is likely due to the script being run in a non-interactive shell.")
print("Please run the script in an interactive shell to accept the EULA.")
@@ -49,11 +36,11 @@ except EOFError:
# check if the isaac-sim directory exists
if not os.path.exists(isaacsim_dir):
raise FileNotFoundError(
f"Could not find the isaac-sim directory: {isaacsim_dir}. There are two possible reasons for this:\n\t1. The"
" Isaac Sim directory does not exist as provided CLI path.\n\t2. The script couldn't import the 'isaacsim'"
" package. This could be due to the 'isaacsim' package not being installed in the Python"
" environment.\n\nPlease make sure that the Isaac Sim directory exists or that the 'isaacsim' package is"
" installed."
f"Could not find the isaac-sim directory: {isaacsim_dir}. There are two possible reasons for this:"
f"\n\t1. The Isaac Sim directory does not exist as a symlink at: {os.path.join(ISAACLAB_DIR, '_isaac_sim')}"
"\n\t2. The script could not import the 'isaacsim' package. This could be due to the 'isaacsim' package not "
"being installed in the Python environment.\n"
"\nPlease make sure that the Isaac Sim directory exists or that the 'isaacsim' package is installed."
)
ISAACSIM_DIR = isaacsim_dir
@@ -98,7 +85,7 @@ def overwrite_python_analysis_extra_paths(isaaclab_settings: str) -> str:
path_names = [path_name for path_name in path_names if len(path_name) > 0]
# change the path names to be relative to the Isaac Lab directory
rel_path = os.path.relpath(ISAACSIM_DIR, PROJECT_DIR)
rel_path = os.path.relpath(ISAACSIM_DIR, ISAACLAB_DIR)
path_names = ['"${workspaceFolder}/' + rel_path + "/" + path_name + '"' for path_name in path_names]
else:
path_names = []
@@ -111,7 +98,7 @@ def overwrite_python_analysis_extra_paths(isaaclab_settings: str) -> str:
)
# add the path names that are in the Isaac Lab extensions directory
isaaclab_extensions = os.listdir(os.path.join(PROJECT_DIR, "source"))
isaaclab_extensions = os.listdir(os.path.join(ISAACLAB_DIR, "source"))
path_names.extend(['"${workspaceFolder}/source/' + ext + '"' for ext in isaaclab_extensions])
# combine them into a single string
@@ -144,17 +131,15 @@ def overwrite_default_python_interpreter(isaaclab_settings: str) -> str:
The settings string with overwritten default python interpreter.
"""
# read executable name
python_exe = os.path.normpath(sys.executable)
# replace with Isaac Sim's python.sh or python.bat scripts to make sure python with correct
# source paths is set as default
if f"kit{os.sep}python{os.sep}bin{os.sep}python" in python_exe:
# Check if the OS is Windows or Linux to use appropriate shell file
if platform.system() == "Windows":
python_exe = python_exe.replace(f"kit{os.sep}python{os.sep}bin{os.sep}python3", "python.bat")
else:
python_exe = python_exe.replace(f"kit{os.sep}python{os.sep}bin{os.sep}python3", "python.sh")
python_exe = sys.executable.replace("\\", "/")
# We make an exception for replacing the default interpreter if the
# path (/kit/python/bin/python3) indicates that we are using a local/container
# installation of IsaacSim. We will preserve the calling script as the default, python.sh.
# We want to use python.sh because it modifies LD_LIBRARY_PATH and PYTHONPATH
# (among other envars) that we need for all of our dependencies to be accessible.
if "kit/python/bin/python3" in python_exe:
return isaaclab_settings
# replace the default python interpreter in the Isaac Lab settings file with the path to the
# python interpreter in the Isaac Lab directory
isaaclab_settings = re.sub(
@@ -169,7 +154,7 @@ def overwrite_default_python_interpreter(isaaclab_settings: str) -> str:
def main():
# Isaac Lab template settings
isaaclab_vscode_template_filename = os.path.join(PROJECT_DIR, ".vscode", "tools", "settings.template.json")
isaaclab_vscode_template_filename = os.path.join(ISAACLAB_DIR, ".vscode", "tools", "settings.template.json")
# make sure the Isaac Lab template settings file exists
if not os.path.exists(isaaclab_vscode_template_filename):
raise FileNotFoundError(
@@ -195,13 +180,13 @@ def main():
isaaclab_settings = header_message + isaaclab_settings
# write the Isaac Lab settings file
isaaclab_vscode_filename = os.path.join(PROJECT_DIR, ".vscode", "settings.json")
isaaclab_vscode_filename = os.path.join(ISAACLAB_DIR, ".vscode", "settings.json")
with open(isaaclab_vscode_filename, "w") as f:
f.write(isaaclab_settings)
# copy the launch.json file if it doesn't exist
isaaclab_vscode_launch_filename = os.path.join(PROJECT_DIR, ".vscode", "launch.json")
isaaclab_vscode_template_launch_filename = os.path.join(PROJECT_DIR, ".vscode", "tools", "launch.template.json")
isaaclab_vscode_launch_filename = os.path.join(ISAACLAB_DIR, ".vscode", "launch.json")
isaaclab_vscode_template_launch_filename = os.path.join(ISAACLAB_DIR, ".vscode", "tools", "launch.template.json")
if not os.path.exists(isaaclab_vscode_launch_filename):
# read template launch settings
with open(isaaclab_vscode_template_launch_filename) as f: