Deep Reinforcement Learning for Snake Robot Locomotion
نویسندگان
چکیده
منابع مشابه
application of reinforcement learning for navigation of a planar snake robot in serpentine locomotion
this article presents an implementation of a reinforcement learning (rl) method for a snake like robot navigation. the paper starts with developing kinematics and dynamics model of a snake robot in serpentine locomotion followed by performing simulation and finishes with actual experimentation. first, gibbs-appell's method is used to obtain the robot dynamics. the robot is also modeled in simme...
متن کاملA Reinforcement Learning Approach for Goal-directed Locomotion of a Complex Snake-Like Robot
Snake-like robots conventionally use undulation movements for locomotion [1], [2]. In contrast, a nonstandard snake-like robot having four screw-drive units which are connected serially by three active joints [3] uses propulsion by rotating its screw-drive units to move. Employing this screw-drive mechanism, undulation is not required for its locomotion. This helps it to move in narrow spaces. ...
متن کاملLimbless Locomotion: Learning to Crawl with a Snake Robot
Robots can locomote using body motions; not wheels or legs. Natural analogues, such as snakes, although capable of such locomotion, are understood only in a qualitative sense and the detailed mechanics, sensing and control of snake motions are not well understood. Historically, mobile vehicles for terrestrial use have either been wheeled, tracked or legged. Prior art reveals several serpentine ...
متن کاملAdaptive Locomotion of Multibody Snake-like Robot
This paper represents an adaptive rhythmic control for a snake-like robot with 25 degrees of freedom. The adaptive gait control is implemented in algorithmic way in simulation and on a real robot. We investigated behavioral and energetic properties of this control and a dynamics of different body segments. It turned out that despite using homogeneous generators, physical constraints have an inh...
متن کاملSnake robot locomotion with compliant elements
Snake robots can be at the same time efficient tools to answer questions coming from biology on animal locomotion, but also agile machines that are able to efficiently locomote over unstructured terrains and narrow spaces, useful for engineering problems such as search and rescue. Compliance in the snake robot structure could bring many advantages such as faster locomotion speed, higher energy ...
متن کاملذخیره در منابع من
با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید
ژورنال
عنوان ژورنال: IFAC-PapersOnLine
سال: 2020
ISSN: 2405-8963
DOI: 10.1016/j.ifacol.2020.12.2619