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Description
Supported frameworks as per IsaacLab site- shows A2C with RL_Games and SKRL
https://isaac-sim.github.io/IsaacLab/main/source/overview/reinforcement-learning/rl_frameworks.html
However, when i create a new directory, I get this less options: ./isaaclab.sh --new
Supported RL libraries
┏━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━━┳━━━━━━━━━┳━━━━━━━━━━━━━━━━━━━━━━━┳━━━━━━━━━┓
┃ RL/training feature ┃ rl_games ┃ rsl_rl ┃ skrl ┃ sb3 ┃
┡━━━━━━━━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━━╇━━━━━━━━━╇━━━━━━━━━━━━━━━━━━━━━━━╇━━━━━━━━━┩
│ ML frameworks │ PyTorch │ PyTorch │ PyTorch, JAX │ PyTorch │
│ Relative performance │ ~1X │ ~1X │ ~1X │ ~0.03X │
│ Algorithms │ PPO │ PPO │ AMP, IPPO, MAPPO, PPO │ PPO │
│ Multi-agent support │ no │ no │ yes │ no │
│ Distributed training │ yes │ no │ yes │ no │
│ Vectorized training │ yes │ yes │ yes │ no │
│ Fundamental/composite spaces │ no │ no │ yes │ no │
└──────────────────────────────┴──────────┴─────────┴───────────────────────┴─────────┘
Using IsaacSIm 4.5
Isaaclab 2.3.0