Let p be the number of cooperation by agent b
toward a in the n previous encounters. b’s reputation
θab for agent a should be a function of both p and n. A
simple function can be the proportion of cooperative
action over all n encounters. From statistics, a
proportion random variable can be modeled as a Beta
ˆ
distribution (Dudewicz and Mishra, 1988): p () =