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Adaptive State

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Book Series: Karlsruher Schriften zur Anthropomatik / Lehrstuhl für Interaktive Echtzeitsysteme, Karlsruher Institut für Technologie ; Fraunhofer-Inst. für Optronik, Systemtechnik und Bildauswertung IOSB Karlsruhe ISSN: 18636489 ISBN: 9783731505808 Year: Volume: 27 Pages: XXV, 241 p. DOI: 10.5445/KSP/1000058693 Language: ENGLISH
Publisher: KIT Scientific Publishing
Subject: Computer Science
Added to DOAB on : 2019-07-30 20:02:00
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Mobile robot motion planning in unstructured dynamic environments is a challenging task. Thus, often suboptimal methods are employed which perform global path planning and local obstacle avoidance separately. This work introduces a holistic planning algorithm which is based on the concept of state

Intelligent Marine Robotics Modelling, Simulation and Applications

Authors: ---
ISBN: 9783039281329 / 9783039281336 Year: Pages: 242 DOI: 10.3390/books978-3-03928-133-6 Language: eng
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Medicine (General) --- Pathology
Added to DOAB on : 2020-06-09 16:38:57
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The biennial Congress of the Italian Society of Oral Pathology and Medicine (SIPMO) is an International meeting dedicated to the growing diagnostic challenges in the oral pathology and medicine field. The III International and XV National edition will be a chance to discuss clinical conditions which are unusual, rare, or difficult to define. Many consolidated national and international research groups will be involved in the debate and discussion through special guest lecturers, academic dissertations, single clinical case presentations, posters, and degree thesis discussions. The SIPMO Congress took place from the 17th to the 19th of October 2019 in Bari (Italy), and the enclosed copy of Proceedings is a non-exhaustive collection of abstracts from the SIPMO 2019 contributions.

Advances in Mechanical Systems Dynamics

Authors: --- ---
ISBN: 9783039281886 9783039281893 Year: Pages: 236 DOI: 10.3390/books978-3-03928-189-3 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Mechanical Engineering --- General and Civil Engineering --- Technology (General)
Added to DOAB on : 2020-04-07 23:07:08
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Modern dynamics was established many centuries ago by Galileo and Newton before the beginning of the industrial era. Presently, we are in the presence of the fourth industrial revolution, and mechanical systems are increasingly being integrated with electronic, electrical, and fluidic systems. This trend is present not only in the industrial environment, which will soon be characterized by the cyber-physical systems of industry 4.0, but also in other environments like mobility, health and bio-engineering, food and natural resources, safety, and sustainable living. In this context, purely mechanical systems with quasi-static behavior will become less common and the state-of-the-art will soon be represented by integrated mechanical systems, which need accurate dynamic models to predict their behavior. Therefore, mechanical system dynamics are going to play an increasingly central role. Significant research efforts are needed to improve the identification of the mechanical properties of systems in order to develop models that take non-linearity into account, and to develop efficient simulation tools. This Special Issue aims at disseminating the latest research achievements, findings, and ideas in mechanical systems dynamics, with particular emphasis on applications that are strongly integrated with other systems and require a multi-physical approach.

Swarm Robotics

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ISBN: 9783038979227 9783038979234 Year: Pages: 310 DOI: 10.3390/books978-3-03897-923-4 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: Computer Science
Added to DOAB on : 2019-06-26 08:44:06
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Collectively working robot teams can solve a problem more efficiently than a single robot, while also providing robustness and flexibility to the group. Swarm robotics model is a key component of a cooperative algorithm that controls the behaviors and interactions of all individuals. The robots in the swarm should have some basic functions, such as sensing, communicating, and monitoring, and satisfy the following properties:

Keywords

3D model identification --- shape normalization --- weighted implicit shape representation --- panoramic view --- scale-invariant feature transform --- optimization --- meta-heuristic --- parallel technique --- Swarm intelligence algorithm --- artificial flora (AF) algorithm --- bionic intelligent algorithm --- particle swarm optimization --- artificial bee colony algorithm --- swarm robotics --- search --- surveillance --- behaviors --- patterns --- comparison --- swarm behavior --- Swarm Chemistry --- self-organization --- asymmetrical interaction --- genetic algorithm --- cooperative target hunting --- multi-AUV --- improved potential field --- surface-water environment --- signal source localization --- multi-robot system --- event-triggered communication --- consensus control --- time-difference-of-arrival (TDOA) --- Cramer–Rao low bound (CRLB) --- optimal configuration --- UAV swarms --- path optimization --- multiple robots --- formation --- sliding mode controller --- nonlinear disturbance observer --- system stability --- formation control --- virtual structure --- formation reconfiguration --- multi-agents --- robotics --- unmanned aerial vehicle --- swarm intelligence --- particle swarm optimization --- search algorithm --- underwater environment --- sensor deployment --- event-driven coverage --- fish swarm optimization --- congestion control --- modular robots --- self-assembly robots --- environmental perception --- target recognition --- autonomous docking --- formation control --- virtual linkage --- virtual structure --- formation reconfiguration --- mobile robots --- robotics --- swarm robotics --- formation control --- coordinate motion --- obstacle avoidance --- n/a

Advanced Mobile Robotics: Volume 1

Author:
ISBN: 9783039219162 9783039219179 Year: Pages: 468 DOI: 10.3390/books978-3-03921-917-9 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: General and Civil Engineering --- Technology (General)
Added to DOAB on : 2020-04-07 23:07:09
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Mobile robotics is a challenging field with great potential. It covers disciplines including electrical engineering, mechanical engineering, computer science, cognitive science, and social science. It is essential to the design of automated robots, in combination with artificial intelligence, vision, and sensor technologies. Mobile robots are widely used for surveillance, guidance, transportation and entertainment tasks, as well as medical applications. This Special Issue intends to concentrate on recent developments concerning mobile robots and the research surrounding them to enhance studies on the fundamental problems observed in the robots. Various multidisciplinary approaches and integrative contributions including navigation, learning and adaptation, networked system, biologically inspired robots and cognitive methods are welcome contributions to this Special Issue, both from a research and an application perspective.

Keywords

path planning --- lane change --- excellent driver model --- neural networks --- autonomous vehicle --- remotely operated vehicle --- ocean current --- cable disturbance modeling --- lumped parameter method --- sliding mode observer --- 4WS4WD vehicle --- force control --- MPC --- PSO --- path tracking --- negative-buoyancy --- tri-tilt-rotor --- autonomous underwater vehicle (AUV) --- immersion and invariance --- object mapping --- Geometric Algebra --- Differential Evolution --- non-inertial reference frame --- centrifugal force --- turning model LIP --- trajectory planning --- space robot --- hybrid bionic robot --- chameleon --- end effector --- hybrid robot --- curve fitting --- fair optimisation --- trajectory interpolation --- piezoelectric actuator --- high step-up ratio --- high efficiency --- small size --- micro mobile robot --- biomimetic robot --- micro air vehicle --- flapping --- drag-based system --- dragonfly --- snake-like robot --- singularity analysis --- system design --- dynamical model --- nonlinear differentiator --- robotic drilling --- sliding mode control --- drilling end-effector --- fault diagnosis --- quadcopter UAV --- fault-tolerant control --- sliding mode observer --- Thau observer --- smart materials --- actuators --- robots --- electro-rheological fluids --- magneto-rheological fluids --- shape memory alloys --- medical devices --- rehabilitation system --- LOS --- motion camouflage control --- parallel navigation --- missile control system --- target tracking --- variable speed --- high-speed target --- snake robots --- head-raising --- shape-fitting --- phase-shifting --- spiral curve --- servo valve --- pneumatics --- position control --- cart --- robot --- step climbing --- transportation --- stopper --- climbing robot --- safety recovery mechanism --- cable detection --- dynamic coupling analysis --- path planning --- mobile robots --- curvature constraints --- state constraints --- extend procedure --- G3-continuity --- car-like kinematics --- obstacle avoidance system --- harmonic potential field --- curvature constraint --- non-holonomic mobile robot --- computing time --- inverse kinematics --- joint limit avoidance --- kinematic singularity --- manipulator --- obstacle avoidance --- potential field --- service robot --- graph representation --- similarity measure --- mobile robot --- static environments --- path planning --- multi-objective optimization --- NSGA-II --- evolutionary operators --- mobile robot --- coalmine --- exploration --- robotics --- ATEX --- safety --- methane --- quadruped robot --- stability criterion --- dynamic gait --- glass façade cleaning robot --- wall climbing robot --- biped mechanism --- data association --- 3D-SLAM --- localization --- mapping --- disturbance-rejection control --- extended state observer (ESO) --- hover mode --- transition mode --- negative buoyancy --- quad-tilt rotor --- autonomous underwater vehicle (AUV) --- Rodrigues parameters --- UAV --- variable spray --- prescription map translation --- PID algorithm --- grip planning --- biped climbing robots --- collision avoidance --- grip optimization --- dynamic environment --- closed-loop detection --- sparse pose adjustment (SPA) --- inertial measurement unit (IMU) --- simultaneous localization and mapping (SLAM) --- non-singular fast-terminal sliding-mode control --- industrial robotic manipulator --- external disturbance --- dynamic uncertainty --- adaptive control law --- exoskeleton --- load carriage --- muscle activities --- human–robot interaction --- discomfort --- actuatorless --- alpine ski --- human–robot interaction --- mechanism --- passive skiing turn --- skiing robot --- predictable trajectory planning --- geodesic --- constrained motion --- mobile robot --- jumping robot --- hopping robot --- continuous hopping --- single actuator --- self-reconfigurable robot --- cleaning robot --- Tetris-inspired --- polyomino tiling theory --- coverage path planning --- area decomposition --- multi-criteria decision making --- design and modeling --- kinematics --- kinematic identification --- monocular vision --- action generation --- robot motion --- undiscovered sensor values --- differential wheeled robot --- powered exoskeleton --- motion sensor --- machine learning --- unmanned aerial vehicle --- pesticide application --- deposition uniformity --- droplets penetrability --- control efficacy --- working efficiency --- subgoal graphs --- reinforcement learning --- hierarchical path planning --- uncertain environments --- mobile robots --- deep reinforcement learning --- mobile manipulation --- robot learning --- intelligent mobile robot --- pallet transportation --- master-slave --- compact driving unit --- high-gain observer --- snake robot --- series elastic actuator --- SEA --- Robot Operating System --- ROS --- non-prehensile manipulation --- manipulation planning --- contact planning --- manipulation action sequences --- robot --- obstacle avoidance --- facial and gender recognition --- q-learning --- Q-networks --- reinforcement learning --- gait cycle --- biped robots --- minimally invasive surgery robot --- inverse kinematics --- dialytic elimination --- Newton iteration --- curvilinear obstacle --- douglas–peuker polygonal approximation --- opposite angle-based exact cell decomposition --- path planning --- mobile robot --- UAV --- auto-tuning --- machine learning --- iterative learning --- extremum-seeking --- altitude controller --- enemy avoidance --- reinforcement learning --- decision making --- hardware-in-the-loop simulation --- unmanned aerial vehicles --- path planning --- multiple mobile robots --- artificial fish swarm algorithm --- expansion logic strategy --- sample gathering problem --- mobile robots --- mathematical modeling --- numerical evaluation --- centralized architecture --- optimization --- fault recovery --- reinforcement learning --- gait adaptation --- legged robot --- bio-inspired robot --- human–machine interactive navigation --- mobile robot --- topological map --- regional growth --- trajectory planning --- position/force cooperative control --- hierarchical planning --- object-oriented --- symmetrical adaptive variable impedance --- biologically-inspired --- self-learning --- formation control --- mobile robots --- loop closure detection --- convolutional neural network --- spatial pyramid pooling --- dynamic neural networks --- mobile robot navigation --- gesture recognition --- behaviour dynamics --- real-time action recognition --- formation of robots --- non-holonomic robot --- stability analysis --- Lyapunov-like function --- target assignment --- goal exchange --- path following --- switching control --- swarm-robotics --- rendezvous consensus --- robot navigation --- victim-detection --- unmanned surface vessel --- path following --- integral line-of-sight --- finite-time currents observer --- radial basis function neural networks --- input saturation --- n/a

Advanced Mobile Robotics: Volume 2

Author:
ISBN: 9783039219445 9783039219452 Year: Pages: 498 DOI: 10.3390/books978-3-03921-945-2 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: General and Civil Engineering --- Technology (General)
Added to DOAB on : 2020-04-07 23:07:09
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Abstract

Mobile robotics is a challenging field with great potential. It covers disciplines including electrical engineering, mechanical engineering, computer science, cognitive science, and social science. It is essential to the design of automated robots, in combination with artificial intelligence, vision, and sensor technologies. Mobile robots are widely used for surveillance, guidance, transportation and entertainment tasks, as well as medical applications. This Special Issue intends to concentrate on recent developments concerning mobile robots and the research surrounding them to enhance studies on the fundamental problems observed in the robots. Various multidisciplinary approaches and integrative contributions including navigation, learning and adaptation, networked system, biologically inspired robots and cognitive methods are welcome contributions to this Special Issue, both from a research and an application perspective.

Keywords

path planning --- lane change --- excellent driver model --- neural networks --- autonomous vehicle --- remotely operated vehicle --- ocean current --- cable disturbance modeling --- lumped parameter method --- sliding mode observer --- 4WS4WD vehicle --- force control --- MPC --- PSO --- path tracking --- negative-buoyancy --- tri-tilt-rotor --- autonomous underwater vehicle (AUV) --- immersion and invariance --- object mapping --- Geometric Algebra --- Differential Evolution --- non-inertial reference frame --- centrifugal force --- turning model LIP --- trajectory planning --- space robot --- hybrid bionic robot --- chameleon --- end effector --- hybrid robot --- curve fitting --- fair optimisation --- trajectory interpolation --- piezoelectric actuator --- high step-up ratio --- high efficiency --- small size --- micro mobile robot --- biomimetic robot --- micro air vehicle --- flapping --- drag-based system --- dragonfly --- snake-like robot --- singularity analysis --- system design --- dynamical model --- nonlinear differentiator --- robotic drilling --- sliding mode control --- drilling end-effector --- fault diagnosis --- quadcopter UAV --- fault-tolerant control --- sliding mode observer --- Thau observer --- smart materials --- actuators --- robots --- electro-rheological fluids --- magneto-rheological fluids --- shape memory alloys --- medical devices --- rehabilitation system --- LOS --- motion camouflage control --- parallel navigation --- missile control system --- target tracking --- variable speed --- high-speed target --- snake robots --- head-raising --- shape-fitting --- phase-shifting --- spiral curve --- servo valve --- pneumatics --- position control --- cart --- robot --- step climbing --- transportation --- stopper --- climbing robot --- safety recovery mechanism --- cable detection --- dynamic coupling analysis --- path planning --- mobile robots --- curvature constraints --- state constraints --- extend procedure --- G3-continuity --- car-like kinematics --- obstacle avoidance system --- harmonic potential field --- curvature constraint --- non-holonomic mobile robot --- computing time --- inverse kinematics --- joint limit avoidance --- kinematic singularity --- manipulator --- obstacle avoidance --- potential field --- service robot --- graph representation --- similarity measure --- mobile robot --- static environments --- path planning --- multi-objective optimization --- NSGA-II --- evolutionary operators --- mobile robot --- coalmine --- exploration --- robotics --- ATEX --- safety --- methane --- quadruped robot --- stability criterion --- dynamic gait --- glass façade cleaning robot --- wall climbing robot --- biped mechanism --- data association --- 3D-SLAM --- localization --- mapping --- disturbance-rejection control --- extended state observer (ESO) --- hover mode --- transition mode --- negative buoyancy --- quad-tilt rotor --- autonomous underwater vehicle (AUV) --- Rodrigues parameters --- UAV --- variable spray --- prescription map translation --- PID algorithm --- grip planning --- biped climbing robots --- collision avoidance --- grip optimization --- dynamic environment --- closed-loop detection --- sparse pose adjustment (SPA) --- inertial measurement unit (IMU) --- simultaneous localization and mapping (SLAM) --- non-singular fast-terminal sliding-mode control --- industrial robotic manipulator --- external disturbance --- dynamic uncertainty --- adaptive control law --- exoskeleton --- load carriage --- muscle activities --- human–robot interaction --- discomfort --- actuatorless --- alpine ski --- human–robot interaction --- mechanism --- passive skiing turn --- skiing robot --- predictable trajectory planning --- geodesic --- constrained motion --- mobile robot --- jumping robot --- hopping robot --- continuous hopping --- single actuator --- self-reconfigurable robot --- cleaning robot --- Tetris-inspired --- polyomino tiling theory --- coverage path planning --- area decomposition --- multi-criteria decision making --- design and modeling --- kinematics --- kinematic identification --- monocular vision --- action generation --- robot motion --- undiscovered sensor values --- differential wheeled robot --- powered exoskeleton --- motion sensor --- machine learning --- unmanned aerial vehicle --- pesticide application --- deposition uniformity --- droplets penetrability --- control efficacy --- working efficiency --- subgoal graphs --- reinforcement learning --- hierarchical path planning --- uncertain environments --- mobile robots --- deep reinforcement learning --- mobile manipulation --- robot learning --- intelligent mobile robot --- pallet transportation --- master-slave --- compact driving unit --- high-gain observer --- snake robot --- series elastic actuator --- SEA --- Robot Operating System --- ROS --- non-prehensile manipulation --- manipulation planning --- contact planning --- manipulation action sequences --- robot --- obstacle avoidance --- facial and gender recognition --- q-learning --- Q-networks --- reinforcement learning --- gait cycle --- biped robots --- minimally invasive surgery robot --- inverse kinematics --- dialytic elimination --- Newton iteration --- curvilinear obstacle --- douglas–peuker polygonal approximation --- opposite angle-based exact cell decomposition --- path planning --- mobile robot --- UAV --- auto-tuning --- machine learning --- iterative learning --- extremum-seeking --- altitude controller --- enemy avoidance --- reinforcement learning --- decision making --- hardware-in-the-loop simulation --- unmanned aerial vehicles --- path planning --- multiple mobile robots --- artificial fish swarm algorithm --- expansion logic strategy --- sample gathering problem --- mobile robots --- mathematical modeling --- numerical evaluation --- centralized architecture --- optimization --- fault recovery --- reinforcement learning --- gait adaptation --- legged robot --- bio-inspired robot --- human–machine interactive navigation --- mobile robot --- topological map --- regional growth --- trajectory planning --- position/force cooperative control --- hierarchical planning --- object-oriented --- symmetrical adaptive variable impedance --- biologically-inspired --- self-learning --- formation control --- mobile robots --- loop closure detection --- convolutional neural network --- spatial pyramid pooling --- dynamic neural networks --- mobile robot navigation --- gesture recognition --- behaviour dynamics --- real-time action recognition --- formation of robots --- non-holonomic robot --- stability analysis --- Lyapunov-like function --- target assignment --- goal exchange --- path following --- switching control --- swarm-robotics --- rendezvous consensus --- robot navigation --- victim-detection --- unmanned surface vessel --- path following --- integral line-of-sight --- finite-time currents observer --- radial basis function neural networks --- input saturation --- n/a

Advanced Mobile Robotics: Volume 3

Author:
ISBN: 9783039219469 9783039219476 Year: Pages: 270 DOI: 10.3390/books978-3-03921-947-6 Language: English
Publisher: MDPI - Multidisciplinary Digital Publishing Institute
Subject: General and Civil Engineering --- Technology (General)
Added to DOAB on : 2020-04-07 23:07:09
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Abstract

Mobile robotics is a challenging field with great potential. It covers disciplines including electrical engineering, mechanical engineering, computer science, cognitive science, and social science. It is essential to the design of automated robots, in combination with artificial intelligence, vision, and sensor technologies. Mobile robots are widely used for surveillance, guidance, transportation and entertainment tasks, as well as medical applications. This Special Issue intends to concentrate on recent developments concerning mobile robots and the research surrounding them to enhance studies on the fundamental problems observed in the robots. Various multidisciplinary approaches and integrative contributions including navigation, learning and adaptation, networked system, biologically inspired robots and cognitive methods are welcome contributions to this Special Issue, both from a research and an application perspective.

Keywords

path planning --- lane change --- excellent driver model --- neural networks --- autonomous vehicle --- remotely operated vehicle --- ocean current --- cable disturbance modeling --- lumped parameter method --- sliding mode observer --- 4WS4WD vehicle --- force control --- MPC --- PSO --- path tracking --- negative-buoyancy --- tri-tilt-rotor --- autonomous underwater vehicle (AUV) --- immersion and invariance --- object mapping --- Geometric Algebra --- Differential Evolution --- non-inertial reference frame --- centrifugal force --- turning model LIP --- trajectory planning --- space robot --- hybrid bionic robot --- chameleon --- end effector --- hybrid robot --- curve fitting --- fair optimisation --- trajectory interpolation --- piezoelectric actuator --- high step-up ratio --- high efficiency --- small size --- micro mobile robot --- biomimetic robot --- micro air vehicle --- flapping --- drag-based system --- dragonfly --- snake-like robot --- singularity analysis --- system design --- dynamical model --- nonlinear differentiator --- robotic drilling --- sliding mode control --- drilling end-effector --- fault diagnosis --- quadcopter UAV --- fault-tolerant control --- sliding mode observer --- Thau observer --- smart materials --- actuators --- robots --- electro-rheological fluids --- magneto-rheological fluids --- shape memory alloys --- medical devices --- rehabilitation system --- LOS --- motion camouflage control --- parallel navigation --- missile control system --- target tracking --- variable speed --- high-speed target --- snake robots --- head-raising --- shape-fitting --- phase-shifting --- spiral curve --- servo valve --- pneumatics --- position control --- cart --- robot --- step climbing --- transportation --- stopper --- climbing robot --- safety recovery mechanism --- cable detection --- dynamic coupling analysis --- path planning --- mobile robots --- curvature constraints --- state constraints --- extend procedure --- G3-continuity --- car-like kinematics --- obstacle avoidance system --- harmonic potential field --- curvature constraint --- non-holonomic mobile robot --- computing time --- inverse kinematics --- joint limit avoidance --- kinematic singularity --- manipulator --- obstacle avoidance --- potential field --- service robot --- graph representation --- similarity measure --- mobile robot --- static environments --- path planning --- multi-objective optimization --- NSGA-II --- evolutionary operators --- mobile robot --- coalmine --- exploration --- robotics --- ATEX --- safety --- methane --- quadruped robot --- stability criterion --- dynamic gait --- glass façade cleaning robot --- wall climbing robot --- biped mechanism --- data association --- 3D-SLAM --- localization --- mapping --- disturbance-rejection control --- extended state observer (ESO) --- hover mode --- transition mode --- negative buoyancy --- quad-tilt rotor --- autonomous underwater vehicle (AUV) --- Rodrigues parameters --- UAV --- variable spray --- prescription map translation --- PID algorithm --- grip planning --- biped climbing robots --- collision avoidance --- grip optimization --- dynamic environment --- closed-loop detection --- sparse pose adjustment (SPA) --- inertial measurement unit (IMU) --- simultaneous localization and mapping (SLAM) --- non-singular fast-terminal sliding-mode control --- industrial robotic manipulator --- external disturbance --- dynamic uncertainty --- adaptive control law --- exoskeleton --- load carriage --- muscle activities --- human–robot interaction --- discomfort --- actuatorless --- alpine ski --- human–robot interaction --- mechanism --- passive skiing turn --- skiing robot --- predictable trajectory planning --- geodesic --- constrained motion --- mobile robot --- jumping robot --- hopping robot --- continuous hopping --- single actuator --- self-reconfigurable robot --- cleaning robot --- Tetris-inspired --- polyomino tiling theory --- coverage path planning --- area decomposition --- multi-criteria decision making --- design and modeling --- kinematics --- kinematic identification --- monocular vision --- action generation --- robot motion --- undiscovered sensor values --- differential wheeled robot --- powered exoskeleton --- motion sensor --- machine learning --- unmanned aerial vehicle --- pesticide application --- deposition uniformity --- droplets penetrability --- control efficacy --- working efficiency --- subgoal graphs --- reinforcement learning --- hierarchical path planning --- uncertain environments --- mobile robots --- deep reinforcement learning --- mobile manipulation --- robot learning --- intelligent mobile robot --- pallet transportation --- master-slave --- compact driving unit --- high-gain observer --- snake robot --- series elastic actuator --- SEA --- Robot Operating System --- ROS --- non-prehensile manipulation --- manipulation planning --- contact planning --- manipulation action sequences --- robot --- obstacle avoidance --- facial and gender recognition --- q-learning --- Q-networks --- reinforcement learning --- gait cycle --- biped robots --- minimally invasive surgery robot --- inverse kinematics --- dialytic elimination --- Newton iteration --- curvilinear obstacle --- douglas–peuker polygonal approximation --- opposite angle-based exact cell decomposition --- path planning --- mobile robot --- UAV --- auto-tuning --- machine learning --- iterative learning --- extremum-seeking --- altitude controller --- enemy avoidance --- reinforcement learning --- decision making --- hardware-in-the-loop simulation --- unmanned aerial vehicles --- path planning --- multiple mobile robots --- artificial fish swarm algorithm --- expansion logic strategy --- sample gathering problem --- mobile robots --- mathematical modeling --- numerical evaluation --- centralized architecture --- optimization --- fault recovery --- reinforcement learning --- gait adaptation --- legged robot --- bio-inspired robot --- human–machine interactive navigation --- mobile robot --- topological map --- regional growth --- trajectory planning --- position/force cooperative control --- hierarchical planning --- object-oriented --- symmetrical adaptive variable impedance --- biologically-inspired --- self-learning --- formation control --- mobile robots --- loop closure detection --- convolutional neural network --- spatial pyramid pooling --- dynamic neural networks --- mobile robot navigation --- gesture recognition --- behaviour dynamics --- real-time action recognition --- formation of robots --- non-holonomic robot --- stability analysis --- Lyapunov-like function --- target assignment --- goal exchange --- path following --- switching control --- swarm-robotics --- rendezvous consensus --- robot navigation --- victim-detection --- unmanned surface vessel --- path following --- integral line-of-sight --- finite-time currents observer --- radial basis function neural networks --- input saturation --- n/a

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