Bayesian Nash Equilibrium is a strategy profile in games with incomplete information, where each player's strategy maximizes their expected utility given their beliefs about the other players' types and strategies. It extends the Nash Equilibrium concept by incorporating players' beliefs and uncertainties, allowing for strategic decision-making in scenarios where players have private information.