Kaliel Williamson

Decision-Relative Observation Quotients for Sequential Control

This paper studies when a reinforcement-learning system should acquire additional information before acting. It introduces causal observability: a finite criterion for whether an observation regime preserves the intervention-relevant distinctions needed for a declared decision. The central result shows that observation...