We introduce learning based on genetic algorithms in a principal-agent model of optimal contracting under moral hazard … explore is to explicitly model the principal's learning process about the agent's preferences and the production technology … learning algorithms lead to convergence to the underlying optimal contract under full rationality as studied by the mechanism …