notesum.ai
Published at October 30Multi-Task Interactive Robot Fleet Learning with Visual World Models
cs.RO
cs.AI
Released Date: October 30, 2024
Authors: Huihan Liu1, Yu Zhang1, Vaarij Betala1, Evan Zhang1, James Liu1, Crystal Ding1, Yuke Zhu1
Aff.: 1The University of Texas at Austin

| Task | Sirius-Fleet | Sirius-Fleet | Sirius-Fleet |
|---|---|---|---|
| (OOD) | (Failure) | ||
| CoffeeSetupMug | 85.1 | 87.0 | 99.4 |
| PnPCounterToCab | 43.1 | 56.2 | 73.7 |
| TurnOffMicrowave | 54.9 | 50.0 | 74.5 |
| TurnOffSinkFaucet | 11.3 | 38.8 | 45.0 |
| OpenDoorDoubleHinge | 42.8 | 63.3 | 78.4 |