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Science Robotics, Volume 4
Volume 4, Number 26, January 2019
- Robot learning - Beyond imitation.
- Robert J. Full
, Neil Jacobstein
, Peer Fischer, James G. Bellingham
, Howie Choset, Henrik I. Christensen
, Paolo Dario, Bradley J. Nelson
, Russell H. Taylor:
Ten robotics technologies of the year. - Robot learning in science fiction.
- Brian Byunghyun Kang
, Kyu Bum Kim
, Hyungmin Choi
, Jeesoo Ha
, Kyu-Jin Cho
, Sungho Jo
:
Eyes are faster than hands: A soft wearable robot learns user intention from the egocentric view. - Hod Lipson
:
Task-agnostic self-modeling machines. - Karinne Ramirez-Amaro
, Michael Beetz
, Yasuo Kuniyoshi
:
Purposive learning: Robot reasoning about the meanings of human activities. - Ben Seymour
, Joel Z. Leibo
, Su Jin An
, Sang Wan Lee
:
Toward high-performance, memory-efficient, and fast reinforcement learning - Lessons from decision neuroscience. - Benjamin Shih
, Cecilia Laschi
, Michael Thomas Tolley
:
Soft robot perception using embedded soft sensors and recurrent neural networks. - M. Oller
, Jiajun Wu, Z. Wu, Joshua B. Tenenbaum, Alberto Rodriguez:
See, feel, act: Hierarchical learning for complex manipulation skills with multisensory fusion. - A. Migliozzi, G. Laudante, Pietro Falco
, Bruno Siciliano
:
Vision-based grasp learning of an anthropomorphic hand-arm system in a synergy-based control framework. - Matthew Matl
, Vishal Satish
, Michael Danielczuk
, Bill DeRose
, Stephen McKinley
, Ken Goldberg
:
Learning ambidextrous robot grasping policies. - Joonho Lee
, Alexey Dosovitskiy
, Dario Bellicoso
, Vassilios Tsounis
, Vladlen Koltun
, Marco Hutter
:
Learning agile and dynamic motor skills for legged robots. - Dianhuan Lin, J. Swaroop Guntupalli, Dileep George
:
Beyond imitation: Zero-shot task transfer on robots by learning concepts as cognitive programs.
Volume 4, Number 27, February 2019
- The real Alita: Battle Angel cyborgs.
- Frank Asche
:
Future farms without farmers. - Glaucia Moreira Fragoso
, Emlyn J. Davies
, Jenny E. Ullgren
, Renato Mendes
, Geir Johnsen
, Ingrid Ellingsen
, Jo Eidsvik, Martin Ludvigsen
, Kanna Rajan
:
Toward adaptive robotic sampling of phytoplankton in the coastal ocean. - Giacomo Valle
, Alberto Mazzoni
, Ivo Strauss
, Francesco Iberite, Jérémy Patton, Francesco M. Petrini, Stanisa Raspopovic
, Giuseppe Granata
, Riccardo Di Iorio, Marco Controzzi
, Christian Cipriani, Thomas Stieglitz
, Paolo Maria Rossini
, Silvestro Micera
:
A closed-loop hand prosthesis with simultaneous intraneural tactile and position feedback. - Giovanni Di Pino
, Anna Lisa Ciancio
, Federico Ranieri
, Francesca Cordella
, Cosimo Gentile
, Emiliano Noce, Rocco Antonio Romeo
, Alberto Dellacasa Bellingegni
, Gianluca Vadala
, Sandra Miccinilli
, Alessandro Mioli
, Lorenzo Diaz-Balzani, Marco Bravi
, Klaus-Peter Hoffmann, Andreas Schneider, Luca Denaro
, Angelo Davalli
, Emanuele Gruppioni
, Rinaldo Sacchetti, Simona Castellano
, Vincenzo Di Lazzaro, Silvia Sterzi
, Vincenzo Denaro, Eugenio Guglielmelli
:
Restoring tactile sensations via neural interfaces for real-time force-and-slippage closed-loop control of bionic hands. - Nicolas Gerig
, Roland Sigrist, Robert Riener
, Peter Wolf
:
When a robot teaches humans: Automated feedback selection accelerates motor learning. - Trent K. Zimmerman, Spencer P. Magleby
, Robert J. Lang
, Larry L. Howell
:
Developable mechanisms on developable surfaces. - Julien R. Serres
, Stéphane Viollet
:
AntBot: A six-legged walking robot able to home like desert ants in outdoor environments. - Valerio Ortenzi
, Peter Corke
, Marco Controzzi
:
On the choice of grasp type and location when handing over an object.
Volume 4, Number 28, March 2019
- Wei Li, Chengwei Pan, Rong Zhang
, Jiaping Ren
, Yuexin Ma
, Jin Fang
, Feilong Yan
, Qichuan Geng
, Xinyu Huang
, Huajun Gong, Weiwei Xu, Guoping Wang
, Dinesh Manocha
, Ruigang Yang
:
AADS: Augmented autonomous driving simulation using data-driven algorithms. - Nathan A. Spielberg
, Matthew Brown
, Nitin R. Kapania, John C. Kegelman
, J. Christian Gerdes
:
Neural network vehicle models for high-performance automated driving. - Li Li
, Xiao Wang
, Kunfeng Wang
, Yilun Lin
, Jingmin Xin
, Long Chen
, Linhai Xu
, Bin Tian
, Yunfeng Ai
, Jian Wang
, Dongpu Cao
, Yuehu Liu
, Chenghong Wang
, Nanning Zheng
, Fei-Yue Wang
:
Parallel testing of vehicle intelligence via virtual-real interaction. - Xian Wang
, Clement Ho, Yonit Tsatskis
, Junhui Law
, Zhuoran Zhang, M. Zhu, Changsheng Dai, F. Wang, Min Tan, Sevan Hopyan, Helen McNeill
, Yu Sun
:
Intracellular manipulation and measurement with multipole magnetic tweezers. - Kaiyu Hang
, Ximin Lyu, Haoran Song
, Johannes A. Stork
, Aaron M. Dollar
, Danica Kragic
, Fu Zhang
:
Perching and resting - A paradigm for UAV maneuvering with modularized landing gears. - Frank Bonnet, Rob Mills
, Martina Szopek
, Sarah Schönwetter-Fuchs, José Halloy
, Stjepan Bogdan
, Luís Correia
, Francesco Mondada
, Thomas Schmickl
:
Robots mediating interactions between animals for interspecies collective behaviors. - Hui Xie
, Mengmeng Sun
, Xinjian Fan
, Zhihua Lin
, Weinan Chen
, Lei Wang
, Lixin Dong
, Qiang He
:
Reconfigurable magnetic microrobot swarm: Multimode transformation, locomotion, and manipulation. - Kirstin H. Petersen
, Nils Napp
, Robert Stuart-Smith
, Daniela Rus
, Mirko Kovac
:
A review of collective robotic construction. - Neil Jacobstein
:
Autonomous vehicles: An imperfect path to saving millions of lives. - Fabio Duarte
:
Self-driving cars: A city perspective.
Volume 4, Number 29, April 2019
- Georgios Fagogenis
, Margherita Mencattelli
, Zurab Machaidze
, Benoit Rosa
, Karl Price
, Fei-Yi Wu
, V. Weixler, Mossab Saeed
, John E. Mayer
, Pierre E. Dupont
:
Autonomous robotic intracardiac catheter navigation using haptic vision. - Geelsu Hwang
, Amauri J. Paula
, Elizabeth E. Hunter
, Yuan Liu
, Alaa Babeer
, Bekir Karabucak, Kathleen Stebe
, Vijay Kumar
, Edward B. Steager
, Hyun Koo
:
Catalytic antimicrobial robots for biofilm eradication. - Shogo Hamada
, Kenneth Gene Yancey
, Yehudah Pardo
, Mingzhe Gan, Max Vanatta, Duo An
, Yue Hu
, Thomas L. Derrien
, Roanna Ruiz, Peifeng Liu, Jenny Sabin
, Dan Luo
:
Dynamic DNA material with emergent locomotion behavior powered by artificial metabolism. - Tianqi Xu
, Jiachen Zhang
, Mohammad Salehizadeh
, Onaizah Onaizah
, Eric D. Diller
:
Millimeter-scale flexible robots with programmable three-dimensional magnetization and motions. - Kathleen Fitzsimons
, Ana Maria Acosta
, Julius P. A. Dewald
, Todd D. Murphey
:
Ergodicity reveals assistance and learning from physical human-robot interaction. - Ahmad Rafsanjani
, Katia Bertoldi
, André R. Studart
:
Programming soft robots with flexible mechanical metamaterials.
Volume 4, Number 30, May 2019
- Daniel Rakita
, Bilge Mutlu
, Michael Gleicher
, Laura M. Hiatt
:
Shared control-based bimanual robot manipulation. - Atsuto Maki
:
Toward principled regularization of deep networks - From weight decay to feature contraction. - Sungwoong Jeon, Sangwon Kim
, Shinwon Ha, Seungmin Lee
, Eunhee Kim, So Yeun Kim
, Sun Hwa Park
, Jung Ho Jeon, Sung Won Kim, Cheil Moon
, Bradley J. Nelson
, Jin-young Kim
, Seong-Woon Yu, Hongsoo Choi
:
Magnetically actuated microrobots as a platform for stem cell transplantation. - Karthik Desingh
, Shiyang Lu
, Anthony Opipari
, Odest Chadwicke Jenkins:
Efficient nonparametric belief propagation for pose estimation and manipulation of articulated objects. - Santhosh K. Ramakrishnan
, Dinesh Jayaraman
, Kristen Grauman:
Emergence of exploratory look-around behaviors through active observation completion. - Brady Zhou
, Philipp Krähenbühl
, Vladlen Koltun
:
Does computer vision matter for action? - Anton Mitrokhin, Peter Sutor Jr.
, Cornelia Fermüller
, Yiannis Aloimonos:
Learning sensorimotor control with neuromorphic sensors: Toward hyperdimensional active perception. - Robin R. Murphy
:
Computer vision and machine learning in science fiction.
Volume 4, Number 31, June 2019
- Kyle B. Justus
, Tess Lee Hellebrekers
, Daniel D. Lewis, Adam Wood, Christian Ingham
, Carmel Majidi
, Philip R. Leduc
, Cheemeng Tan
:
A biosensing soft robot: Autonomous parsing of chemical signals through integrated organic and inorganic interfaces. - Matthias Althoff
, Andrea Giusti
, Stefan B. Liu
, Aaron Pereira:
Effortless creation of safe robots from modules through self-programming and self-verification. - Daniel J. Preston
, Haihui Joy Jiang
, Vanessa Sanchez
, Philipp Rothemund
, Jeff Rawson
, Markus P. Nemitz
, Won-Kyu Lee
, Zhigang Suo
, Conor J. Walsh
, George M. Whitesides
:
A soft ring oscillator. - Akira Furui
, Shintaro Eto, Kosuke Nakagaki, Kyohei Shimada, Go Nakamura
, Akito Masuda, Takaaki Chin, Toshio Tsuji
:
A myoelectric prosthetic hand with muscle synergy-based motion determination and impedance model-based biomimetic control. - Bradley Jay Edelman
, Jianjun Meng
, Daniel Suma
, Claire A. Zurn
, Eric Nagarajan
, Bryan Baxter, Christopher C. Cline
, Bin He
:
Noninvasive neuroimaging enhances continuous neural tracking for robotic device control. - Joseph C. Norton
, Piotr R. Slawinski
, Holly S. Lay
, James W. Martin
, Benjamin F. Cox
, Gerard Cummins
, Marc P. Y. Desmulliez
, Richard Eddie Clutton
, Keith L. Obstein
, Sandy Cochran
, Pietro Valdastri
:
Intelligent magnetic manipulation for gastrointestinal ultrasound.
Volume 4, Number 32, July 2019
- Zhiguang Wu
, Lei Li
, Yiran Yang
, Peng Hu
, Yang Li, So-Yoon Yang
, Lihong V. Wang
, Wei Gao
:
A microrobotic system guided by photoacoustic computed tomography for targeted navigation in intestines in vivo. - Yichuan Wu
, Justin K. Yim
, Jiaming Liang
, Zhichun Shao, Mingjing Qi
, Junwen Zhong
, Zihao Luo
, Xiaojun Yan, Min Zhang
, Xiaohao Wang, Ronald S. Fearing
, Robert J. Full
, Liwei Lin
:
Insect-scale fast moving and ultrarobust soft robot. - Wang Wei Lee
, Yu Jun Tan
, Haicheng Yao, Si Li
, Hian-Hian See, Matthew Hon
, Kian Ann Ng, Betty Xiong
, John S. Ho
, Benjamin C. K. Tee
:
A neuro-inspired artificial peripheral nervous system for scalable electronic skins. - Jacob A. George
, David T. Kluger
, Tyler S. Davis
, Suzanne M. Wendelken, Elizaveta Okorokova
, Q. He, Christopher C. Duncan
, Douglas T. Hutchinson
, Zachary C. Thumser
, Dylan Beckler, Paul D. Marasco
, Sliman J. Bensmaia
, Gregory A. Clark
:
Biomimetic sensory feedback through peripheral nerve stimulation improves dexterous use of a bionic hand. - Stefan Salminger
, Agnes Sturma
, Christian Hofer
, Melissa Evangelista
, Mike Perrin
, Konstantin Bergmeister
, Aidan D. Roche
, Timothy Hasenoehrl
, Hans Dietl, Dario Farina
, Oskar C. Aszmann
:
Long-term implant of intramuscular sensors and nerve transfers for wireless control of robotic arms in above-elbow amputees. - Tao Yang
, Andrew Tomaka
, Tonguc O. Tasci
, Keith B. Neeves
, Ning Wu, David W. M. Marr
:
Microwheels on microroads: Enhanced translation on topographic surfaces.
Volume 4, Number 33, August 2019
- Nina R. Sinatra
, Clark B. Teeple
, Daniel M. Vogt, Kevin Kit Parker, David F. Gruber
, Robert J. Wood
:
Ultragentle manipulation of delicate structures using a soft robotic gripper. - Martin Stephen Garrad, Gabor Soter
, Andrew Conn
, Helmut Hauser
, Jonathan Rossiter
:
A soft matter computer for soft robots. - Haitao Yang
, Bok Seng Yeow
, Zhipeng Li
, Kerui Li
, Ting-Hsiang Chang
, Lin Jing
, Yang Li
, John S. Ho
, Hongliang Ren
, Po-Yen Chen
:
Multifunctional metallic backbones for origami robotics with strain sensing and wireless communication capabilities. - Eimear B. Dolan
, C. E. Varela
, Keegan L. Mendez
, William Whyte
, R. E. Levey, Scott T. Robinson
, Ericka Maye
, Joanne O'dwyer
, Rachel Beatty, Arielle Rothman
, Yiling Fan
, Jon Hochstein, S. E. Rothenbucher, Robert Wylie
, Julian R. Starr
, Michael Monaghan
, Peter Dockery
, Garry P. Duffy
, Ellen T. Roche
:
An actuatable soft reservoir modulates host foreign body response. - Arda Kotikian
, Connor G. McMahan
, Emily C. Davidson
, Jalilah M. Muhammad
, Robert D. Weeks
, Chiara Daraio
, Jennifer A. Lewis
:
Untethered soft robotic matter with passive control of shape morphing and propulsion. - Yusen Zhao
, Chen Xuan, Xiaoshi Qian
, Yousif Alsaid, Mutian Hua
, Lihua Jin
, Ximin He
:
Soft phototactic swimmer based on self-sustained hydrogel oscillator. - Yoonho Kim
, German A. Parada
, Shengduo Liu, Xuanhe Zhao
:
Ferromagnetic soft continuum robots. - Sima Umrao
, Rassoul Tabassian
, Jaehwan Kim
, Van Hiep Nguyen
, Qitao Zhou
, Sanghee Nam
, Il-Kwon Oh
:
MXene artificial muscles based on ionically cross-linked Ti3C2Tx electrode for kinetic soft robotics.
Volume 4, Number 34, September 2019
- William Savoie
, Thomas A. Berrueta
, Zachary Jackson
, Ana Pervan
, Ross Warkentin
, Shengkai Li
, Todd D. Murphey
, Kurt Wiesenfeld
, Daniel I. Goldman
:
A robot made of robots: Emergent transport and control of a smarticle ensemble. - Joseph Zhu
, Carl White
, Dylan K. Wainwright
, Valentina Di Santo
, George V. Lauder
, Hilary Bart-Smith
:
Tuna robotics: A high-frequency experimental platform exploring the performance space of swimming fishes. - Patricia Xu
, Anand Kumar Mishra
, Hedan Bai
, Cameron A. Aubin
, Letizia Zullo
, Robert F. Shepherd
:
Optical lace for synthetic afferent neural networks. - Raphael Zufferey
, Alejandro Ortega Ancel
, André Farinha
, Robert Siddall
, Sophie F. Armanini
, M. Nasr
, R. V. Brahmal, Grant Kennedy, Mirko Kovac
:
Consecutive aquatic jump-gliding with water-reactive fuel. - Antoine Barbot
, Haijie Tan
, Maura Power
, Florent Seichepine
, Guang-Zhong Yang
:
Floating magnetic microrobots for fiber functionalization.
Volume 4, Number 35, October 2019
- Emmanuel Senft
, Séverin Lemaignan
, Paul E. Baxter
, Madeleine Bartlett
, Tony Belpaeme
:
Teaching robots social autonomy from in situ human guidance. - João Ramos, Sangbae Kim
:
Dynamic locomotion synchronization of bipedal robot and human operator via bilateral feedback teleoperation. - Elena Messina
:
Your mileage may vary. - Hongri Gu
, Quentin Boehler
, Daniel Ahmed, Bradley J. Nelson
:
Magnetic quadrupole assemblies with arbitrary shapes and magnetizations. - Kimberly McGuire
, Christophe De Wagter
, Karl Tuyls
, H. J. Kappen
, Guido C. H. E. de Croon
:
Minimal navigation solution for a swarm of tiny flying robots to explore an unknown environment.
Volume 4, Number 36, November 2019
- Woongbae Kim
, Junghwan Byun
, Jae-Kyeong Kim, Woo-Young Choi
, Kirsten Jakobsen, Joachim Jakobsen, Dae-Young Lee
, Kyu-Jin Cho
:
Bioinspired dual-morphing stretchable origami. - Dixia Fan
, Gurvan Jodin
, Thomas Consi, L. Bonfiglio, Y. Ma, Elizabeth Keyes
, George E. Karniadakis
, Michael S. Triantafyllou
:
A robotic Intelligent Towing Tank for learning complex fluid-structure dynamics. - Arash Azizi
, Charles Tremblay, Kévin Gagné
, Sylvain Martel:
Using the fringe field of a clinical MRI scanner enables robotic navigation of tethered instruments in deeper vascular regions.
Volume 4, Number 37, December 2019
- Mark Edmonds
, Feng Gao
, Hangxin Liu
, Xu Xie, Siyuan Qi
, Brandon Rothrock
, Yixin Zhu
, Ying Nian Wu, Hongjing Lu, Song-Chun Zhu
:
A tale of two explanations: Enhancing human trust by explaining robot behavior. - Xiao Li
, Zachary Serlin
, Guang Yang
, Calin Belta:
A formal methods approach to interpretable reinforcement learning for robotic planning. - Xiaobin Ji
, Xinchang Liu, Vito Cacucciolo
, Matthias Imboden
, Yoan Civet, Alae El Haitami
, Sophie Cantin
, Yves Perriard
, Herbert Shea
:
An autonomous untethered fast soft robotic insect driven by low-voltage dielectric elastomer actuators. - David Gunning
, Mark Stefik
, Jaesik Choi
, Timothy Miller
, Simone Stumpf
, Guang-Zhong Yang
:
XAI - Explainable artificial intelligence. - Robin R. Murphy
:
Explainable robotics in science fiction.
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