Players often increase bets after losses due to a psychological phenomenon called the gambler's fallacy and the desire to chase their losses. The gambler's fallacy leads players to believe that, after a series of losses, a win is due to happen, despite each game being independent and random. This belief pushes them to raise their bets in the hope of recouping previous losses.