Autonomous driving requires robust planning and decision-making to navigate complex environments while ensuring safety, efficiency, and comfort. This section provides a comprehensive overview of planning methods, encompassing global path planning, local trajectory generation, behavioral decision-making frameworks, and associated strategic methodologies. These capabilities collectively allow autonomous vehicles to interpret their surroundings, evaluate potential maneuvers, and determine optimal driving actions in dynamic contexts.