Infomax strategies for an optimal balance between exploration and exploitation

Gautam Reddy, Antonio Celani, Massimo Vergassola

Proper balance between exploitation and exploration is what makes good decisions, which achieve high rewards like payoff or evolutionary fitness. The Infomax principle postulates t…