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020 _a9783030986827
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024 7 _a10.1007/978-3-030-98682-7
_2doi
050 4 _aQ334-342
050 4 _aTA347.A78
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072 7 _aCOM004000
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245 1 0 _aRoboCup 2021: Robot World Cup XXIV
_h[electronic resource] /
_cedited by Rachid Alami, Joydeep Biswas, Maya Cakmak, Oliver Obst.
250 _a1st ed. 2022.
264 1 _aCham :
_bSpringer International Publishing :
_bImprint: Springer,
_c2022.
300 _aXI, 362 p. 168 illus., 150 illus. in color.
_bonline resource.
336 _atext
_btxt
_2rdacontent
337 _acomputer
_bc
_2rdamedia
338 _aonline resource
_bcr
_2rdacarrier
347 _atext file
_bPDF
_2rda
490 1 _aLecture Notes in Artificial Intelligence,
_x2945-9141 ;
_v13132
505 0 _aBall Path Prediction for Humanoid Robots: Combination of k-NN Regression and Autoregression Methods -- Enabling Modern Application Development with Swift On The Nao/Pepper Robots -- Step Adjustment for a Robust Humanoid Walk -- Inter-Task Similarity Measure for Heterogeneous Tasks -- Dataset and Benchmarking of Real-Time Embedded Object Detection for RoboCup SSL -- TORSO-21 Dataset: Typical Objects in RoboCup Soccer 2021 -- Object Pose Estimation using Keypoints and Part Affinity Fields -- Real-time Pose Estimation for Multi-Humanoid Robots -- Improving Sample Efficiency in Behavior Learning by Using Sub-optimal Planners for Robots -- Soccer robots modeling project based on RoboCupJunior: Simulation environment for physical robot improvement -- Closing the Reality Gap with Unsupervised Sim-to-Real Image Translation -- Engineering Features to Improve Pass Prediction in Soccer Simulation 2D Games -- Learning from the Crowd: Improving the Decision Making Process in Robot Soccer using the Audience Noise -- rSoccer: A Framework for Studying Reinforcement Learning in Small and Very Small Size Robot Soccer -- Optimized Wireless Control and Telemetry Network for Mobile Soccer Robots -- A Telemetry-based PI Tunning Strategy for Low-level Control of an Omnidirectional Mobile Robot -- Soccer Field Boundary Detection Using Convolutional Neural Networks -- Towards building rapport with a Human Support Robot -- Faster YOLO-LITE: Faster Object Detection on Robot and Edge Devices -- RoboCup 2021 SSL Champion TIGERs Mannheim - A Decade of Open-Source Robot Evolution -- Starkit: RoboCup Humanoid KidSize 2021 Worldwide Champion Team Paper -- Robocup@Home 2021 Champion Team Paper: SSPL Winner Uchile Peppers -- homer@UniKoblenz: Winning team of the RoboCup Virtual @Home Open Platform League 2021 -- RoboCup@Home 2021 Domestic Standard Platform League Winner -- B-Human 2021 - Playing Soccer Out of the Box -- UT Austin Villa: RoboCup 2021 3D Simulation League Competition Champions -- Vision-based Machine Learning in Robot Soccer -- Improving Dribbling, Passing, and Marking Actions in Soccer Simulation 2D Games Using Machine Learning -- Humanoid Adult Size Champion 2021 Sweaty.
520 _aThis book constitutes the proceedings of the 24th RoboCup International Symposium which was held online during June 22 - June 28, 2021. The 19 full papers included in these proceedings were carefully reviewed and selected from 42 submissions; the volume also includes 10 RoboCup Champions Papers. In addition to presenting the proceedings of the RoboCup 2021 Symposium, the book highlights the approaches of champion teams from the competitions. Due to the complex research challenges set by the RoboCup initiative, the RoboCup International Symposium offers a unique perspective for exploring scientific and engineering principles underlying advanced robotic and AI systems.
650 0 _aArtificial intelligence.
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650 0 _aEducation
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650 0 _aComputer engineering.
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650 0 _aComputer networks .
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650 0 _aComputer vision.
_9122145
650 1 4 _aArtificial Intelligence.
_93407
650 2 4 _aComputers and Education.
_941129
650 2 4 _aComputer Engineering and Networks.
_9122146
650 2 4 _aComputer Vision.
_9122147
700 1 _aAlami, Rachid.
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700 1 _aBiswas, Joydeep.
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700 1 _aCakmak, Maya.
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700 1 _aObst, Oliver.
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710 2 _aSpringerLink (Online service)
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773 0 _tSpringer Nature eBook
776 0 8 _iPrinted edition:
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776 0 8 _iPrinted edition:
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830 0 _aLecture Notes in Artificial Intelligence,
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856 4 0 _uhttps://doi.org/10.1007/978-3-030-98682-7
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