Navigating the vast and unpredictable ocean is one of the most challenging aspects of maritime exploration and underwater robotics. The ocean's dynamic conditions—ranging from shifting currents and unpredictable weather to underwater obstacles and submerged hazards—pose significant risks to vessels and autonomous vehicles alike. Traditional navigation systems often struggle to keep pace with these changing conditions, making real-time decision-making a critical component of safe and efficient exploration.
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