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Towards Autonomous Robotic Systems: 22nd Annual Conference, TAROS 2021, Lincoln, UK, September 8-10, 2021, Proceedings

Towards Autonomous Robotic Systems: 22nd Annual Conference, TAROS 2021, Lincoln, UK, September 8-10, 2021, Proceedings (Paperback)

Charles Fox, Junfeng Gao, Amir Ghalamzan Esfahani, Mini Saaj, Marc Hanheide (엮은이)
Springer
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Towards Autonomous Robotic Systems: 22nd Annual Conference, TAROS 2021, Lincoln, UK, September 8-10, 2021, Proceedings
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책 정보

· 제목 : Towards Autonomous Robotic Systems: 22nd Annual Conference, TAROS 2021, Lincoln, UK, September 8-10, 2021, Proceedings (Paperback) 
· 분류 : 외국도서 > 컴퓨터 > 전문가 시스템
· ISBN : 9783030891763
· 쪽수 : 442쪽
· 출판일 : 2021-10-31

목차

?Algorithms.- A Study on Dense and Sparse (Visual) Rewards in Robot Policy Learning.- An Open-Source Multi-Goal Reinforcement Learning Environment for Robotic Manipulation with Pybullet.- CPG-Actor: Reinforcement Learning for Central Pattern Generators .- Deep semantic segmentation of 3D plant point clouds.- Grasp Stability Prediction for a Dexterous Robotic Hand combining RGB-D Vision and Haptic Bayesian Exploration.- Improving SLAM in Pipe Networks by Leveraging Cylindrical Regularity.- CRH*: A Deadlock Free Framework for Scalable Prioritised Path Planning in Multi-Robot Systems.- TASK-BASED AD-HOC TEAMWORK with ADVERSARY.- Human-Robot Cooperative Lifting using IMUs and Human Gestures.- Reinforcement Learning-based Mapless Navigation with Fail-safe Localisation.- Collaborative Coverage for a Network of Vacuum Cleaner Robots.- Network-Aware Genetic Algorithms for the Coordination of MALE UAV Networks.- Self-organised Flocking of Robotic Swarm in Cluttered Environments.- Exploring Feedback Modalities in a Mobile Robot for Telecare.- Demonstrating the Differential Impact of Flock Heterogeneity on Multi-Agent Herding.- Evaluation of an OpenCV Implementation of Structure from Motion on Open Source Data.-  Benchmark of visual and 3D lidar SLAM systems in simulation environment for vineyards.- Lidar-only localization in 3D Pose-Feature Map.- Toward robust visual odometry using prior 2D map information.- Comparison of Concentrated and Distributed Compliant Elements in a 3D Printed Gripper.- Perception of a humanoid robot as an interface for auditory testing.- Deep Learning Traversability Estimator for Mobile Robots in Unstructured Environments.- Systems.- Predicting Artist Drawing Activity via Multi-Camera Inputs for Co-Creative Drawing.- 3D printed mechanically modular two-degree-of-freedom robotic segment utilizing variable-stiffness actuators.- Design of a Multimaterial 3D-printed Soft Actuator with Bi-directional Variable Stiffness.- Designing a Multi-Locomotion Modular Snake Robot.- Deep robot path planning from demonstrations for breast cancer examination.- Priors inspired by Speed-Accuracy Trade-Offs for Incremental Learning of Probabilistic Movement Primitives.- Tactile Dynamic Behaviour Prediction Based on Robot Action.- State space analysis of variable-stiffness tendon drive with non-back-drivable worm-gear motor actuation.- Development of a ROS Driver and Support Stack for the KMR iiwa Mobile Manipulator.- Collision Avoidance with Optimal Path Replanning for Mobile Robots.- An Autonomous Mapping Approach for Confined Spaces using Flying Robots.- Maximising availability of transportation robots through intelligent allocation of parking spaces.- A Minimalist Solution to the Multi-Robot Barrier Coverage Problem.- Scheduling Multi-robot Missions with JointTasks and Heterogeneous Robot Teams.- Area Coverage in Two-Dimensional Grid Worlds Using Computation-Free Agents.- Online Scene Visibility Estimation as a Complement to SLAM in UAVs.- Statics Optimization of a Hexapedal Robot Modelled as a Stewart Platform.- EtherCAT implementation of a variable-stiffness tendon drive with non-back-drivable worm-gear motor actuation.- Growing Robotic Endoscope for early Breast Cancer Detection: Robot Motion Control.- Design and Charachterisation of a Variable-Stiffness Soft Actuator Based on Tendon Twisting.- WhiskEye: A biomimetic model of multisensoryspatial memory based on sensory reconstruction.- Equipment Detection based Inspection Robot for Industrial Plants.- Inference of Mechanical Properties of Dynamic Objects through Active Perception.



저자소개

찰스 폭스 (지은이)    정보 더보기
영국 링컨 대학교의 수상 경력이 있는 선임 강사다. 케임브리지, 옥스퍼드, 에든버러 대학교에서 학위를 받은 폭스는 100편 이상의 연구 논문을 발표했으며, 주로 임베디드/스마트/병렬/신경망 아키텍처를 AI와 로보틱스에 적용하는 연구를 해왔다. 영국 고등교육 아카데미 펠로(FHEA)이며 《Data Science for Transport》(Springer, 2018)의 저자다.
펼치기
Junfeng Gao (엮은이)    정보 더보기
펼치기
Amir Ghalamzan Esfahani (엮은이)    정보 더보기
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Mini Saaj (엮은이)    정보 더보기
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Marc Hanheide (엮은이)    정보 더보기
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