Code for Prediction and Planning Under Uncertainty (PPUU) in an Autonomous Ferry Navigation setting
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Updated
Jun 1, 2023 - Jupyter Notebook
Code for Prediction and Planning Under Uncertainty (PPUU) in an Autonomous Ferry Navigation setting
Ship course-keeping under unknown, varying dynamics and wave disturbance. Compares a recurrent PPO agent (LSTM) with a two-stage controller: GRU-based online system identification plus MPC solved with OSQP. Built on a first-order Nomoto model in Gymnasium.
Autonomous USV project (simulated in Gazebo)
Make your Remotely Controlled Boat an Autonomous Vessel
This code is used for the master thesis. Camera-LiDAR fusion for 3D maritime vessel detection and tracking.
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