Chapter IWe use a large-scale internet experiment to explore how subjects learn to play against computers that are … experiment, we separate the demand for punishment in general from a possible demand to conduct punishment personally. Subjects …? In our experiment we observe that the subjects almost never use punishment. Consistently, the data shows no increase in …