Straight-path following for underactuated marine vessels using deep reinforcement learning AB Martinsen, AM Lekkas IFAC-PapersOnLine 51 (29), 329-334, 2018 | 70 | 2018 |
milliAmpere: an autonomous ferry prototype EF Brekke, E Eide, BOH Eriksen, EF Wilthil, M Breivik, E Skjellaug, ... Journal of Physics: Conference Series 2311 (1), 012029, 2022 | 68 | 2022 |
Curved path following with deep reinforcement learning: Results from three vessel models AB Martinsen, AM Lekkas OCEANS 2018 MTS/IEEE Charleston, 1-8, 2018 | 68 | 2018 |
Optimization-based automatic docking and berthing of ASVs using exteroceptive sensors: Theory and experiments AB Martinsen, G Bitar, AM Lekkas, S Gros IEEE Access 8, 204974-204986, 2020 | 61 | 2020 |
Autonomous docking using direct optimal control AB Martinsen, AM Lekkas, S Gros IFAC-PapersOnLine 52 (21), 97-102, 2019 | 61 | 2019 |
Reinforcement learning-based NMPC for tracking control of ASVs: Theory and experiments AB Martinsen, AM Lekkas, S Gros Control Engineering Practice 120, 105024, 2022 | 52 | 2022 |
Trajectory planning and control for automatic docking of ASVs with full-scale experiments G Bitar, AB Martinsen, AM Lekkas, M Breivik IFAC-PapersOnLine 53 (2), 14488-14494, 2020 | 43 | 2020 |
Two-stage optimized trajectory planning for ASVs under polygonal obstacle constraints: Theory and experiments G Bitar, AB Martinsen, AM Lekkas, M Breivik IEEE Access 8, 199953-199969, 2020 | 34 | 2020 |
Reinforcement learning-based tracking control of usvs in varying operational conditions AB Martinsen, AM Lekkas, S Gros, JA Glomsrud, TA Pedersen Frontiers in Robotics and AI 7, 32, 2020 | 33 | 2020 |
Combining system identification with reinforcement learning-based MPC AB Martinsen, AM Lekkas, S Gros IFAC-PapersOnLine 53 (2), 8130-8135, 2020 | 32 | 2020 |
Optimal model-based trajectory planning with static polygonal constraints AB Martinsen, AM Lekkas, S Gros IEEE Transactions on Control Systems Technology 30 (3), 1159-1170, 2021 | 23 | 2021 |
End-to-end training for path following and control of marine vehicles AB Martinsen NTNU, 2018 | 19 | 2018 |
Static and dynamic multi-obstacle avoidance and docking of ASVs using computational geometry and numerical optimal control PK Ødven, AB Martinsen, AM Lekkas IFAC-PapersOnLine 55 (31), 50-57, 2022 | 9 | 2022 |
Two space-time obstacle representations based on ellipsoids and polytopes AB Martinsen, AM Lekkas IEEE Access 9, 111152-111161, 2021 | 2 | 2021 |
Optimization-based planning and control for autonomous surface vehicles AB Martinsen NTNU, 2021 | 2 | 2021 |