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ORCIDMichael Danielczuk
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2020 – today
- 2023
[c28]Jeffrey Ichnowski, Kaiyuan Chen, Karthik Dharmarajan, Simeon Adebola, Michael Danielczuk, Victor Mayoral Vilches, Nikhil Jha, Hugo Zhan, Edith LLontop, Derek Xu, Camilo Buscaron, John Kubiatowicz, Ion Stoica, Joseph Gonzalez
, Ken Goldberg:
FogROS2: An Adaptive Platform for Cloud and Fog Robotics Using ROS 2. ICRA 2023: 5493-5500- 2022
- [b1]Michael Danielczuk:
Manipulation and Perception Policies for Robot Mechanical Search. University of California, Berkeley, USA, 2022 - [c27]Lawrence Yunliang Chen, Huang Huang, Michael Danielczuk, Jeffrey Ichnowski, Ken Goldberg:
Optimal Shelf Arrangement to Minimize Robot Retrieval Time. CASE 2022: 993-1000 - [c26]Huang Huang, Michael Danielczuk, Chung Min Kim, Letian Fu, Zachary Tam, Jeffrey Ichnowski, Anelia Angelova, Brian Ichter, Ken Goldberg:
Mechanical Search on Shelves using a Novel "Bluction" Tool. ICRA 2022: 6158-6164 - [c25]Chung Min Kim, Michael Danielczuk, Isabella Huang, Ken Goldberg:
IPC-GraspSim: Reducing the Sim2Real Gap for Parallel-Jaw Grasping with the Incremental Potential Contact Model. ICRA 2022: 6180-6187 - [c24]Letian Fu, Michael Danielczuk, Ashwin Balakrishna, Daniel S. Brown, Jeffrey Ichnowski, Eugen Solowjow, Ken Goldberg:
LEGS: Learning Efficient Grasp Sets for Exploratory Grasping. ICRA 2022: 8259-8265 - [c23]Huang Huang, Letian Fu, Michael Danielczuk, Chung Min Kim, Zachary Tam, Jeffrey Ichnowski, Anelia Angelova, Brian Ichter, Ken Goldberg:
Mechanical Search on Shelves with Efficient Stacking and Destacking of Objects. ISRR 2022: 205-221 - [i19]Huang Huang, Michael Danielczuk, Chung Min Kim, Letian Fu, Zachary Tam, Jeffrey Ichnowski, Anelia Angelova, Brian Ichter, Ken Goldberg:
Mechanical Search on Shelves using a Novel "Bluction" Tool. CoRR abs/2201.08968 (2022) - [i18]Jeffrey Ichnowski, Kaiyuan Chen, Karthik Dharmarajan, Simeon Adebola, Michael Danielczuk, Victor Mayoral Vilches, Hugo Zhan, Derek Xu, Ramtin Ghassemi, John Kubiatowicz, Ion Stoica, Joseph Gonzalez, Ken Goldberg:
FogROS 2: An Adaptive and Extensible Platform for Cloud and Fog Robotics Using ROS 2. CoRR abs/2205.09778 (2022) - [i17]Lawrence Yunliang Chen, Huang Huang, Michael Danielczuk, Jeffrey Ichnowski, Ken Goldberg:
Optimal Shelf Arrangement to Minimize Robot Retrieval Time. CoRR abs/2206.08607 (2022) - [i16]Huang Huang, Letian Fu, Michael Danielczuk, Chung Min Kim, Zachary Tam, Jeffrey Ichnowski, Anelia Angelova, Brian Ichter, Ken Goldberg:
Mechanical Search on Shelves with Efficient Stacking and Destacking of Objects. CoRR abs/2207.02347 (2022) - 2021
- [c22]Shivin Devgon, Jeffrey Ichnowski, Michael Danielczuk, Daniel S. Brown, Ashwin Balakrishna, Shirin Joshi, Eduardo M. C. Rocha, Eugen Solowjow, Ken Goldberg:
Kit-Net: Self-Supervised Learning to Kit Novel 3D Objects into Novel 3D Cavities. CASE 2021: 1124-1131 - [c21]Yahav Avigal, Vishal Satish, Zachary Tam, Huang Huang, Harry Zhang, Michael Danielczuk, Jeffrey Ichnowski, Ken Goldberg:
AVPLUG: Approach Vector PLanning for Unicontact Grasping amid Clutter. CASE 2021: 1140-1147 - [c20]Kaiyuan Chen, Yafei Liang, Nikhil Jha, Jeffrey Ichnowski, Michael Danielczuk, Joseph Gonzalez, John Kubiatowicz, Ken Goldberg:
FogROS: An Adaptive Framework for Automating Fog Robotics Deployment. CASE 2021: 2035-2042 - [c19]Michael Danielczuk, Arsalan Mousavian, Clemens Eppner, Dieter Fox:
Object Rearrangement Using Learned Implicit Collision Functions. ICRA 2021: 6010-6017 - [c18]Tae Myung Huh, Kate Sanders, Michael Danielczuk, Monica S. Li, Yunliang Chen, Ken Goldberg, Hannah S. Stuart:
A Multi-Chamber Smart Suction Cup for Adaptive Gripping and Haptic Exploration. IROS 2021: 1786-1793 - [c17]Huang Huang, Marcus Dominguez-Kuhne, Vishal Satish, Michael Danielczuk, Kate Sanders, Jeffrey Ichnowski, Andrew Lee, Anelia Angelova, Vincent Vanhoucke, Ken Goldberg:
Mechanical Search on Shelves using Lateral Access X-RAY. IROS 2021: 2045-2052 - [i15]Tae Myung Huh, Kate Sanders, Michael Danielczuk, Monica S. Li, Ken Goldberg, Hannah S. Stuart:
A Multi-Chamber Smart Suction Cup for Adaptive Gripping and Haptic Exploration. CoRR abs/2105.02345 (2021) - [i14]Shivin Devgon, Jeffrey Ichnowski, Michael Danielczuk, Daniel S. Brown, Ashwin Balakrishna, Shirin Joshi, Eduardo M. C. Rocha, Eugen Solowjow, Ken Goldberg:
Kit-Net: Self-Supervised Learning to Kit Novel 3D Objects into Novel 3D Cavities. CoRR abs/2107.05789 (2021) - [i13]Kaiyuan Chen, Yafei Liang, Nikhil Jha, Jeffrey Ichnowski, Michael Danielczuk, Joseph Gonzalez, John Kubiatowicz, Ken Goldberg:
FogROS: An Adaptive Framework for Automating Fog Robotics Deployment. CoRR abs/2108.11355 (2021) - [i12]Chung Min Kim, Michael Danielczuk, Isabella Huang, Ken Goldberg:
Simulation of Parallel-Jaw Grasping using Incremental Potential Contact Models. CoRR abs/2111.01391 (2021) - [i11]Letian Fu, Michael Danielczuk, Ashwin Balakrishna, Daniel S. Brown, Jeffrey Ichnowski, Eugen Solowjow, Ken Goldberg:
LEGS: Learning Efficient Grasp Sets for Exploratory Grasping. CoRR abs/2111.15002 (2021) - 2020
- [c16]Jingyi Song, Ajay Kumar Tanwani, Jeffrey Ichnowski, Michael Danielczuk, Kate Sanders, Jackson Chui, Juan Aparicio Ojea, Ken Goldberg:
Robust Task-Based Grasping as a Service. CASE 2020: 22-28 - [c15]Han Yu Li, Michael Danielczuk, Ashwin Balakrishna, Vishal Satish, Ken Goldberg:
Accelerating Grasp Exploration by Leveraging Learned Priors. CASE 2020: 110-117 - [c14]Kate Sanders, Michael Danielczuk, Jeffrey Mahler, Ajay Kumar Tanwani, Ken Goldberg:
Non-Markov Policies to Reduce Sequential Failures in Robot Bin Picking. CASE 2020: 1141-1148 - [c13]Andrew Li, Michael Danielczuk, Ken Goldberg:
One-Shot Shape-Based Amodal-to-Modal Instance Segmentation. CASE 2020: 1375-1382 - [c12]Michael Danielczuk, Ashwin Balakrishna, Daniel S. Brown, Ken Goldberg:
Exploratory Grasping: Asymptotically Optimal Algorithms for Grasping Challenging Polyhedral Objects. CoRL 2020: 377-393 - [c11]Jingyi Xu, Michael Danielczuk, Jeffrey Ichnowski, Jeffrey Mahler, Eckehard G. Steinbach, Ken Goldberg:
Minimal Work: A Grasp Quality Metric for Deformable Hollow Objects. ICRA 2020: 1546-1552 - [c10]Jeffrey Ichnowski, Michael Danielczuk, Jingyi Xu, Vishal Satish, Ken Goldberg:
GOMP: Grasp-Optimized Motion Planning for Bin Picking. ICRA 2020: 5270-5277 - [c9]Jingyi Xu, Michael Danielczuk, Eckehard G. Steinbach, Ken Goldberg:
6DFC: Efficiently Planning Soft Non-Planar Area Contact Grasps using 6D Friction Cones. ICRA 2020: 7891-7897 - [c8]Michael Danielczuk, Anelia Angelova, Vincent Vanhoucke, Ken Goldberg:
X-Ray: Mechanical Search for an Occluded Object by Minimizing Support of Learned Occupancy Distributions. IROS 2020: 9577-9584 - [i10]Jeffrey Ichnowski, Michael Danielczuk, Jingyi Xu, Vishal Satish, Ken Goldberg:
GOMP: Grasp-Optimized Motion Planning for Bin Picking. CoRR abs/2003.02401 (2020) - [i9]Michael Danielczuk, Anelia Angelova, Vincent Vanhoucke, Ken Goldberg:
X-Ray: Mechanical Search for an Occluded Object by Minimizing Support of Learned Occupancy Distributions. CoRR abs/2004.09039 (2020) - [i8]Kate Sanders, Michael Danielczuk, Jeffrey Mahler, Ajay Kumar Tanwani, Ken Goldberg:
Non-Markov Policies to Reduce Sequential Failures in Robot Bin Picking. CoRR abs/2007.10420 (2020) - [i7]Michael Danielczuk, Ashwin Balakrishna, Daniel S. Brown, Shivin Devgon, Ken Goldberg:
Exploratory Grasping: Asymptotically Optimal Algorithms for Grasping Challenging Polyhedral Objects. CoRR abs/2011.05632 (2020) - [i6]Han Yu Li, Michael Danielczuk, Ashwin Balakrishna, Vishal Satish, Ken Goldberg:
Accelerating Grasp Exploration by Leveraging Learned Priors. CoRR abs/2011.05661 (2020) - [i5]Michael Danielczuk, Arsalan Mousavian, Clemens Eppner, Dieter Fox:
Object Rearrangement Using Learned Implicit Collision Functions. CoRR abs/2011.10726 (2020) - [i4]Huang Huang, Marcus Dominguez-Kuhne, Jeffrey Ichnowski, Vishal Satish, Michael Danielczuk, Kate Sanders, Andrew Lee, Anelia Angelova, Vincent Vanhoucke, Ken Goldberg:
Mechanical Search on Shelves using Lateral Access X-RAY. CoRR abs/2011.11696 (2020)
2010 – 2019
- 2019
- [j1]Matthew Matl, Vishal Satish, Michael Danielczuk, Bill DeRose, Stephen McKinley, Ken Goldberg:
Learning ambidextrous robot grasping policies. Sci. Robotics 4(26) (2019) - [c7]David Wang, David Tseng, Pusong Li, Yiding Jiang, Menglong Guo, Michael Danielczuk, Jeffrey Mahler, Jeffrey Ichnowski, Ken Goldberg:
Adversarial Grasp Objects. CASE 2019: 241-248 - [c6]Christopher Correa, Jeffrey Mahler, Michael Danielczuk, Ken Goldberg:
Robust Toppling for Vacuum Suction Grasping. CASE 2019: 1421-1428 - [c5]Zisu Dong, Sanjay Krishnan, Sona Dolasia, Ashwin Balakrishna, Michael Danielczuk, Ken Goldberg:
Automating Planar Object Singulation by Linear Pushing with Single-point and Multi-point Contacts. CASE 2019: 1429-1436 - [c4]Michael Danielczuk, Andrey Kurenkov, Ashwin Balakrishna, Matthew Matl, David Wang, Roberto Martín-Martín, Animesh Garg, Silvio Savarese, Ken Goldberg:
Mechanical Search: Multi-Step Retrieval of a Target Object Occluded by Clutter. ICRA 2019: 1614-1621 - [c3]Michael Danielczuk, Matthew Matl, Saurabh Gupta, Andrew Li, Andrew Lee, Jeffrey Mahler, Ken Goldberg:
Segmenting Unknown 3D Objects from Real Depth Images using Mask R-CNN Trained on Synthetic Data. ICRA 2019: 7283-7290 - [c2]Michael Danielczuk, Jingyi Xu, Jeffrey Mahler, Matthew Matl, Nuttapong Chentanez, Ken Goldberg:
REACH: Reducing False Negatives in Robot Grasp Planning with a Robust Efficient Area Contact Hypothesis Model. ISRR 2019: 757-772 - [i3]Michael Danielczuk, Andrey Kurenkov, Ashwin Balakrishna, Matthew Matl, David Wang, Roberto Martín-Martín, Animesh Garg, Silvio Savarese, Ken Goldberg:
Mechanical Search: Multi-Step Retrieval of a Target Object Occluded by Clutter. CoRR abs/1903.01588 (2019) - [i2]Jingyi Xu, Michael Danielczuk, Jeffrey Ichnowski, Jeffrey Mahler, Eckehard G. Steinbach, Ken Goldberg:
Minimal Work: A Grasp Quality Metric for Deformable Hollow Objects. CoRR abs/1909.11226 (2019) - 2018
- [c1]Michael Danielczuk, Jeffrey Mahler, Christopher Correa, Ken Goldberg:
Linear Push Policies to Increase Grasp Access for Robot Bin Picking. CASE 2018: 1249-1256 - [i1]Michael Danielczuk, Matthew Matl, Saurabh Gupta, Andrew Li, Andrew Lee, Jeffrey Mahler, Ken Goldberg:
Segmenting Unknown 3D Objects from Real Depth Images using Mask R-CNN Trained on Synthetic Point Clouds. CoRR abs/1809.05825 (2018)
Coauthor Index
aka: Ken Goldberg
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