Incremental Composition of Learned Control Barrier Functions in Unknown Environments

Paul Lutkus, Deepika Anantharaman, Stephen Tu +1

We consider the problem of safely exploring a static and unknown environment while learning valid control barrier functions (CBFs) from sensor data. Existing works either assume kn…