Optimizing Earth Observation Satellite Schedules under Unknown Operational Constraints: An Active Constraint Acquisition Approach

This paper addresses Earth Observation satellite scheduling under unknown operational constraints, which must be learned interactively from a binary oracle. The authors introduce Conservative Constraint Acquisition (CCA), a domain-specific procedure, to efficiently identify justified constraints for a simplified model.