The literature on learning in unknown environments emphasises reinforcing on actions which produce positive results. But, in some cases, success requires shifting from a currently successful actions to others. We examine, experimentally and theoretically in a very simple framework, how...

We propose a novel approach to the modelling of second-price Maximum-Value auctions that assumes no belief about others' behavior and no expected profit maximization. This individual decision-making model, naïve Impulse Balance Equilibrium or nIBE, deals with bidders' anticipated regrets from...