Missing RL algorithms when creating new project
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
Thank you for posting this. Could you upgrade Isaac Sim? Please use #3021. Thank you.
My GPU doesn't meet minimum spec of Isaacsim- Using RTX3060. I modified the scripts to add SAC algorithm from SKRL.
Thank you for following up. That's interesting. @Toni-SM may know. I'll move this post to our Discussions for follow up.