2025
Safety Certificate against Latent Variables with Partially Unidentifiable Dynamics
ICML 2025poster
Many systems contain latent variables that make their dynamics partially unidentifiable or cause distribution shifts in the observed statistics between offline and online data. However, existing control techniques often assume access to complete dynamics or perfect simulators with fully observable s…