Docking Control of an Autonomous Underwater Vehicle Using Reinforcement Learning
نویسندگان
چکیده
منابع مشابه
OPTIMIZED FUZZY CONTROL DESIGN OF AN AUTONOMOUS UNDERWATER VEHICLE
In this study, the roll, yaw and depth fuzzy control of an Au- tonomous Underwater Vehicle (AUV) are addressed. Yaw and roll angles are regulated only using their errors and rates, but due to the complexity of depth dynamic channel, additional pitch rate quantity is used to improve the depth loop performance. The discussed AUV has four aps at the rear of the vehicle as actuators. Two rule bases...
متن کاملoptimized fuzzy control design of an autonomous underwater vehicle
in this study, the roll, yaw and depth fuzzy control of an au- tonomous underwater vehicle (auv) are addressed. yaw and roll angles are regulated only using their errors and rates, but due to the complexity of depth dynamic channel, additional pitch rate quantity is used to improve the depth loop performance. the discussed auv has four aps at the rear of the vehicle as actuators. two rule bases...
متن کاملReinforcement Learning applied to the control of an Autonomous Underwater Vehicle
At the Australian National University we are developing an autonomous underwater vehicle for exploration and inspection. Our aim is to develop on-board intelligent control. We intend that the vehicle will learn to control its thrusters in response to command and sensor inputs. Algorithms based on reinforcement learning with continuous state and actions are being developed for this purpose.
متن کاملReinforcement Learning for a Visually-guided Autonomous Underwater Vehicle
Reinforcement learning uses a scalar reward signal and much interaction with the environment to form a policy of correct behavior. We have applied this technique to the problem of developing a controller for an autonomous underwater vehicle and have achieved reliable off-line development of stable controllers. Many important underwater tasks rely upon on visual observation of underwater feature...
متن کاملAutonomous Homing and Docking Tasks for an Underwater Vehicle
This paper briefly introduces a strategy for autonomous homing and docking tasks using an autonomous underwater vehicle. The control and guidance based path following for those tasks are described in this work. A standard sliding mode for controller design is briefly given. The method provides robust motion control efforts for an underwater vehicle’s decoupled system whilst minimising chatterin...
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ژورنال
عنوان ژورنال: Applied Sciences
سال: 2019
ISSN: 2076-3417
DOI: 10.3390/app9173456