Learning to Act Safely with Limited Exposure and Almost Sure Certainty

Agustin Castellano, Hancheng Min, Juan Bazerque +1

This paper puts forward the concept that learning to take safe actions in unknown environments, even with probability one guarantees, can be achieved without the need for an unboun…