Embodied Intelligence Observer

Sim-to-Real Betting on the E-Process: Bringing "simulators" to anytime-valid confidence sequences

Research

Source: arXiv cs.ROPublish time unverified

arXiv:2606.24038v2 Announce Type: replace Abstract: This note describes an integration of the sim-to-real performance estimate with betting (from Chen et al.) and the safe anytime-valid inference (from Ramdas et al.). Using the scaled simulators. The method produces efficient, reliable certificates for the mean estimate, an approach that is especially valuable in robot performance testing.

Sim-to-Real Betting on the E-Process: Bringing "simulators" to anytime-valid confidence sequences | Embodied Intelligence Observer