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Ken Goldberg

Department of Electrical Engineering and Computer Science

55H-index
427Paper Count
1.3WCitation Count
Published Papers 27
Publication Date
Automating Surgical Peg Transfer: Calibration With Deep Learning Can Exceed Speed, Accuracy, and Consistency of Humans
err2023-04-01
err14
errOAAI
errHwang, Minho; Ichnowski, Jeffrey; Thananjeyan, Brijen; Seita, Daniel; Paradis, Samuel; Fer, Danyal; Low, Thomas; Goldberg, Ken
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Concepts and Trends in Autonomy for Robot-Assisted Surgery
err2022-07-01
err32
errOAAI
errFiorini, Paolo; Goldberg, Ken Y.; Liu, Yunhui; Taylor, Russell H.
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Simulating Polyculture Farming to Learn Automation Policies for Plant Diversity and Precision Irrigation
err2022-07-01
err4
errOAAI
errAvigal, Yahav; Wong, William; Presten, Mark; Theis, Mark; Aeron, Shrey; Deza, Anna; Sharma, Satvik; Parikh, Rishi; Oehme, Sebastian; Carpin, Stefano; Viers, Joshua H.; Vougioukas, Stavros; Goldberg, Ken
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Five years of Science Robotics
err2021-12-15
err2
PREAI
errYang, Guang-Zhong; Collins, Steven H.; Dario, Paolo; Fischer, Peer; Goldberg, Ken; Laschi, Cecilia; McNutt, Marcia K.
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Sequential robot imitation learning from observations
err2021-08-06
err5
PREAI
errTanwani, Ajay Kumar; Yan, Andy; Lee, Jonathan; Calinon, Sylvain; Goldberg, Ken
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VisuoSpatial Foresight for physical sequential fabric manipulation
err2021-07-26
err25
PREAI
errHoque, Ryan; Seita, Daniel; Balakrishna, Ashwin; Ganapathi, Aditya; Tanwani, Ajay Kumar; Jamali, Nawid; Yamane, Katsu; Iba, Soshi; Goldberg, Ken
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Getting a grip on reality
err2021-05-12
err3
PREAI
errGoldberg, Ken
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Sim2Real in Robotics and Automation: Applications and Challenges
err2021-04-01
err74
errOAAI
errHofer, Sebastian; Bekris, Kostas; Handa, Ankur; Gamboa, Juan Camilo; Mozifian, Melissa; Golemo, Florian; Atkeson, Chris; Fox, Dieter; Goldberg, Ken; Leonard, John; Karen Liu, C.; Peters, Jan; Song, Shuran; Welinder, Peter; White, Martha
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Partial caging: a clearance-based definition, datasets, and deep learning
err2021-02-04
err3
errOAAI
errWelle, Michael C.; Varava, Anastasiia; Mahler, Jeffrey; Goldberg, Ken; Kragic, Danica; Pokorny, Florian T.
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Deep learning can accelerate grasp-optimized motion planning
err2020-11-18
err42
PREAI
errIchnowski, Jeffrey; Avigal, Yahav; Satish, Vishal; Goldberg, Ken
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Combating COVID-19-The role of robotics in managing public health and infectious diseases
err2020-03-25
err309
errOAAI
errYang, Guang-Zhong; Nelson, Bradley J.; Murphy, Robin R.; Choset, Howie; Christensen, Henrik; Collins, Steven H.; Dario, Paolo; Goldberg, Ken; Ikuta, Koji; Jacobstein, Neil; Kragic, Danica; Taylor, Russell H.; McNutt, Marcia
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Multirobot Routing Algorithms for Robots Operating in Vineyards
err2020-01-01
err28
errOAAI
errThayer, Thomas C.; Vougioukas, Stavros; Goldberg, Ken; Carpin, Stefano
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Applying machine learning to predict future adherence to physical activity programs
err2019-08-22
err36
errOAAI
errZhou, Mo; Fukuoka, Yoshimi; Goldberg, Ken; Vittinghoff, Eric; Aswani, Anil
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Learning ambidextrous robot grasping policies
err2019-01-30
err383
PREAI
errMahler, Jeffrey; Matl, Matthew; Satish, Vishal; Danielczuk, Michael; DeRose, Bill; McKinley, Stephen; Goldberg, Ken
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Open Discussion of Robot Grasping Benchmarks, Protocols, and Metrics
err2018-10-01
err20
errOAAI
errMahler, Jeffrey; Platt, Rob; Rodriguez, Alberto; Ciocarlie, Matei; Dollar, Aaron; Detry, Renaud; Roa, Maximo A.; Yanco, Holly; Norton, Adam; Falco, Joe; van Wyk, Karl; Messina, Elena; Leitner, Jurgen 'Juxi'; Morrison, Doug; Mason, Matt; Brock, Oliver; Odhner, Lael; Kurenkov, Andrey; Matl, Matthew; Goldberg, Ken
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SWIRL: A sequential windowed inverse reinforcement learning algorithm for robot tasks with delayed rewards
err2018-07-25
err48
PREAI
errKrishnan, Sanjay; Garg, Animesh; Liaw, Richard; Thananjeyan, Brijen; Miller, Lauren; Pokorny, Florian T.; Goldberg, Ken
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Synthesis of Energy-Bounded Planar Caging Grasps Using Persistent Homology
err2018-07-01
err9
errOAAI
errMahler, Jeffrey; Pokorny, Florian T.; Niyaz, Sherdil; Goldberg, Ken
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