Reinforcement Learning-Based Autonomous Navigation and Obstacle Avoidance for USVs under Partially Observable Conditions

Figure 5

The UAV uses sensors to sense the current environmental state during navigation, aided by a GRU unit to uncover implicit knowledge of the environment, such as direction of currents, and leads the USV to make the right behavioral decisions.