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- affiliation: University of Washington, Seattle, Washington, USA
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2020 – today
- 2022
[j56]Lirui Wang
, Xiangyun Meng, Yu Xiang, Dieter Fox:
Hierarchical Policies for Cluttered-Scene Grasping With Latent Plans. IEEE Robotics Autom. Lett. 7(2): 2883-2890 (2022)- [j55]Karl Van Wyk, Mandy Xie, Anqi Li, Muhammad Asif Rana, Buck Babich, Bryan Peele, Qian Wan, Iretiayo Akinola, Balakumar Sundaralingam, Dieter Fox, Byron Boots, Nathan D. Ratliff:
Geometric Fabrics: Generalizing Classical Mechanics to Capture the Physics of Behavior. IEEE Robotics Autom. Lett. 7(2): 3202-3209 (2022) - [j54]Rika Antonova, Jingyun Yang, Priya Sundaresan, Dieter Fox, Fabio Ramos, Jeannette Bohg:
A Bayesian Treatment of Real-to-Sim for Deformable Object Manipulation. IEEE Robotics Autom. Lett. 7(3): 5819-5826 (2022) - [j53]Isabella Huang, Yashraj S. Narang, Clemens Eppner, Balakumar Sundaralingam, Miles Macklin, Ruzena Bajcsy, Tucker Hermans, Dieter Fox:
DefGraspSim: Physics-Based Simulation of Grasp Outcomes for 3D Deformable Objects. IEEE Robotics Autom. Lett. 7(3): 6274-6281 (2022) - [c236]Weiyu Liu, Chris Paxton, Tucker Hermans, Dieter Fox:
StructFormer: Learning Spatial Structure for Language-Guided Semantic Rearrangement of Novel Objects. ICRA 2022: 6322-6329 - [c235]Yu-Wei Chao, Chris Paxton, Yu Xiang, Wei Yang, Balakumar Sundaralingam, Tao Chen, Adithyavairavan Murali, Maya Cakmak, Dieter Fox:
HandoverSim: A Simulation Framework and Benchmark for Human-to-Robot Object Handovers. ICRA 2022: 6941-6947 - [c234]Wei Yang, Balakumar Sundaralingam, Chris Paxton, Iretiayo Akinola, Yu-Wei Chao, Maya Cakmak, Dieter Fox:
Model Predictive Control for Fluid Human-to-Robot Handovers. ICRA 2022: 6956-6962 - [i128]Xinke Deng, Junyi Geng, Timothy Bretl, Yu Xiang, Dieter Fox:
iCaps: Iterative Category-level Object Pose and Shape Estimation. CoRR abs/2201.00059 (2022) - [i127]Ankit Goyal, Arsalan Mousavian, Chris Paxton, Yu-Wei Chao, Brian Okorn, Jia Deng, Dieter Fox:
IFOR: Iterative Flow Minimization for Robotic Object Rearrangement. CoRR abs/2202.00732 (2022) - [i126]Eric Heiden, Miles Macklin, Yashraj S. Narang, Dieter Fox, Animesh Garg, Fabio Ramos:
DiSECt: A Differentiable Simulator for Parameter Inference and Control in Robotic Cutting. CoRR abs/2203.10263 (2022) - [i125]Isabella Huang, Yashraj S. Narang, Clemens Eppner, Balakumar Sundaralingam, Miles Macklin, Ruzena Bajcsy, Tucker Hermans, Dieter Fox:
DefGraspSim: Physics-based simulation of grasp outcomes for 3D deformable objects. CoRR abs/2203.11274 (2022) - [i124]Wei Yang, Balakumar Sundaralingam, Chris Paxton, Iretiayo Akinola, Yu-Wei Chao, Maya Cakmak, Dieter Fox:
Model Predictive Control for Fluid Human-to-Robot Handovers. CoRR abs/2204.00134 (2022) - [i123]Pratyusha Sharma, Balakumar Sundaralingam, Valts Blukis, Chris Paxton, Tucker Hermans, Antonio Torralba, Jacob Andreas, Dieter Fox:
Correcting Robot Plans with Natural Language Feedback. CoRR abs/2204.05186 (2022) - [i122]Yashraj S. Narang, Kier Storey, Iretiayo Akinola, Miles Macklin, Philipp Reist, Lukasz Wawrzyniak, Yunrong Guo, Ádám Moravánszky, Gavriel State, Michelle Lu, Ankur Handa, Dieter Fox:
Factory: Fast Contact for Robotic Assembly. CoRR abs/2205.03532 (2022) - [i121]Yu-Wei Chao, Chris Paxton, Yu Xiang, Wei Yang, Balakumar Sundaralingam, Tao Chen, Adithyavairavan Murali, Maya Cakmak, Dieter Fox:
HandoverSim: A Simulation Framework and Benchmark for Human-to-Robot Object Handovers. CoRR abs/2205.09747 (2022) - [i120]Yun-Chun Chen, Adithyavairavan Murali, Balakumar Sundaralingam, Wei Yang, Animesh Garg, Dieter Fox:
Neural Motion Fields: Encoding Grasp Trajectories as Implicit Value Functions. CoRR abs/2206.14854 (2022) - [i119]Rhys Newbury, Morris Gu, Lachlan Chumbley, Arsalan Mousavian, Clemens Eppner, Jürgen Leitner, Jeannette Bohg, Antonio Morales, Tamim Asfour, Danica Kragic, Dieter Fox, Akansel Cosgun:
Deep Learning Approaches to Grasp Synthesis: A Review. CoRR abs/2207.02556 (2022) - [i118]Aaron Walsman, Muru Zhang, Klemen Kotar, Karthik Desingh, Ali Farhadi, Dieter Fox:
Break and Make: Interactive Structural Understanding Using LEGO Bricks. CoRR abs/2207.13738 (2022) - 2021
- [j52]Yashraj S. Narang, Balakumar Sundaralingam, Karl Van Wyk, Arsalan Mousavian, Dieter Fox:
Interpreting and predicting tactile signals for the SynTouch BioTac. Int. J. Robotics Res. 40(12-14): 1467-1487 (2021) - [j51]Xiangyun Meng, Yu Xiang, Dieter Fox:
Learning Composable Behavior Embeddings for Long-Horizon Visual Navigation. IEEE Robotics Autom. Lett. 6(2): 3128-3135 (2021) - [j50]Sebastian Höfer, Kostas E. Bekris, Ankur Handa, Juan Camilo Gamboa, Melissa Mozifian, Florian Golemo, Christopher G. Atkeson, Dieter Fox, Ken Goldberg, John Leonard, C. Karen Liu, Jan Peters, Shuran Song, Peter Welinder, Martha White:
Sim2Real in Robotics and Automation: Applications and Challenges. IEEE Trans Autom. Sci. Eng. 18(2): 398-400 (2021) - [j49]Ching-An Cheng, Mustafa Mukadam, Jan Issac, Stan Birchfield, Dieter Fox, Byron Boots, Nathan D. Ratliff:
RMPflow: A Geometric Framework for Generation of Multitask Motion Policies. IEEE Trans Autom. Sci. Eng. 18(3): 968-987 (2021) - [j48]Xinke Deng, Arsalan Mousavian, Yu Xiang, Fei Xia, Timothy Bretl, Dieter Fox:
PoseRBPF: A Rao-Blackwellized Particle Filter for 6-D Object Pose Tracking. IEEE Trans. Robotics 37(5): 1328-1342 (2021) - [j47]Christopher Xie, Yu Xiang, Arsalan Mousavian, Dieter Fox:
Unseen Object Instance Segmentation for Robotic Environments. IEEE Trans. Robotics 37(5): 1343-1359 (2021) - [c233]Lirui Wang, Yu Xiang, Wei Yang, Arsalan Mousavian, Dieter Fox:
Goal-Auxiliary Actor-Critic for 6D Robotic Grasping with Point Clouds. CoRL 2021: 70-80 - [c232]Wentao Yuan, Chris Paxton, Karthik Desingh, Dieter Fox:
SORNet: Spatial Object-Centric Representations for Sequential Manipulation. CoRL 2021: 148-157 - [c231]Amirreza Shaban, Xiangyun Meng, Joonho Lee, Byron Boots, Dieter Fox:
Semantic Terrain Classification for Off-Road Autonomous Driving. CoRL 2021: 619-629 - [c230]Valts Blukis, Chris Paxton, Dieter Fox, Animesh Garg, Yoav Artzi:
A Persistent Spatial Semantic Representation for High-level Natural Language Instruction Execution. CoRL 2021: 706-717 - [c229]Mohak Bhardwaj, Balakumar Sundaralingam, Arsalan Mousavian, Nathan D. Ratliff, Dieter Fox, Fabio Ramos, Byron Boots:
STORM: An Integrated Framework for Fast Joint-Space Model-Predictive Control for Reactive Manipulation. CoRL 2021: 750-759 - [c228]Chris Paxton, Chris Xie, Tucker Hermans, Dieter Fox:
Predicting Stable Configurations for Semantic Placement of Novel Objects. CoRL 2021: 806-815 - [c227]Mohit Shridhar, Lucas Manuelli, Dieter Fox:
CLIPort: What and Where Pathways for Robotic Manipulation. CoRL 2021: 894-906 - [c226]Junha Roh, Karthik Desingh, Ali Farhadi, Dieter Fox:
LanguageRefer: Spatial-Language Model for 3D Visual Grounding. CoRL 2021: 1046-1056 - [c225]Chris Xie, Arsalan Mousavian, Yu Xiang, Dieter Fox:
RICE: Refining Instance Masks in Cluttered Environments with Graph Neural Networks. CoRL 2021: 1655-1665 - [c224]Luyang Zhu, Arsalan Mousavian, Yu Xiang, Hammad Mazhar, Jozef van Eenbergen, Shoubhik Debnath, Dieter Fox:
RGB-D Local Implicit Function for Depth Completion of Transparent Objects. CVPR 2021: 4649-4658 - [c223]Yu-Wei Chao, Wei Yang, Yu Xiang, Pavlo Molchanov, Ankur Handa, Jonathan Tremblay, Yashraj S. Narang, Karl Van Wyk, Umar Iqbal, Stan Birchfield, Jan Kautz, Dieter Fox:
DexYCB: A Benchmark for Capturing Hand Grasping of Objects. CVPR 2021: 9044-9053 - [c222]Michael Lutter, Shie Mannor, Jan Peters, Dieter Fox, Animesh Garg:
Value Iteration in Continuous Actions, States and Time. ICML 2021: 7224-7234 - [c221]Wei Yang, Chris Paxton, Arsalan Mousavian, Yu-Wei Chao, Maya Cakmak, Dieter Fox:
Reactive Human-to-Robot Handovers of Arbitrary Objects. ICRA 2021: 3118-3124 - [c220]Michael Danielczuk, Arsalan Mousavian, Clemens Eppner, Dieter Fox:
Object Rearrangement Using Learned Implicit Collision Functions. ICRA 2021: 6010-6017 - [c219]Clemens Eppner, Arsalan Mousavian, Dieter Fox:
ACRONYM: A Large-Scale Grasp Dataset Based on Simulation. ICRA 2021: 6222-6227 - [c218]Yashraj S. Narang, Balakumar Sundaralingam, Miles Macklin, Arsalan Mousavian, Dieter Fox:
Sim-to-Real for Robotic Tactile Sensing via Physics-Based Simulation and Learned Latent Projections. ICRA 2021: 6444-6451 - [c217]Fahad Islam, Chris Paxton, Clemens Eppner, Bryan Peele, Maxim Likhachev, Dieter Fox:
Alternative Paths Planner (APP) for Provably Fixed-time Manipulation Planning in Semi-structured Environments. ICRA 2021: 6534-6540 - [c216]Martin Sundermeyer, Arsalan Mousavian, Rudolph Triebel, Dieter Fox:
Contact-GraspNet: Efficient 6-DoF Grasp Generation in Cluttered Scenes. ICRA 2021: 13438-13444 - [c215]Shohin Mukherjee, Chris Paxton, Arsalan Mousavian, Adam Fishman, Maxim Likhachev, Dieter Fox:
Reactive Long Horizon Task Execution via Visual Skill and Precondition Models. IROS 2021: 5717-5724 - [c214]M. Asif Rana, Anqi Li, Dieter Fox, Sonia Chernova, Byron Boots, Nathan D. Ratliff:
Towards Coordinated Robot Motions: End-to-End Learning of Motion Policies on Transform Trees. IROS 2021: 7792-7799 - [c213]Eric Heiden, Miles Macklin, Yashraj S. Narang, Dieter Fox, Animesh Garg, Fabio Ramos:
DiSECt: A Differentiable Simulation Engine for Autonomous Robotic Cutting. Robotics: Science and Systems 2021 - [c212]Michael Lutter, Shie Mannor, Jan Peters, Dieter Fox, Animesh Garg:
Robust Value Iteration for Continuous Control Tasks. Robotics: Science and Systems 2021 - [c211]Ahmed Hussain Qureshi, Arsalan Mousavian, Chris Paxton, Michael C. Yip, Dieter Fox:
NeRP: Neural Rearrangement Planning for Unknown Objects. Robotics: Science and Systems 2021 - [i117]Yashraj S. Narang, Balakumar Sundaralingam, Karl Van Wyk, Arsalan Mousavian, Dieter Fox:
Interpreting and Predicting Tactile Signals for the SynTouch BioTac. CoRR abs/2101.05452 (2021) - [i116]Xiangyun Meng, Yu Xiang, Dieter Fox:
Learning Composable Behavior Embeddings for Long-horizon Visual Navigation. CoRR abs/2102.09781 (2021) - [i115]Martin Sundermeyer, Arsalan Mousavian, Rudolph Triebel, Dieter Fox:
Contact-GraspNet: Efficient 6-DoF Grasp Generation in Cluttered Scenes. CoRR abs/2103.14127 (2021) - [i114]Yashraj S. Narang, Balakumar Sundaralingam, Miles Macklin, Arsalan Mousavian, Dieter Fox:
Sim-to-Real for Robotic Tactile Sensing via Physics-Based Simulation and Learned Latent Projections. CoRR abs/2103.16747 (2021) - [i113]Luyang Zhu, Arsalan Mousavian, Yu Xiang, Hammad Mazhar, Jozef van Eenbergen, Shoubhik Debnath, Dieter Fox:
RGB-D Local Implicit Function for Depth Completion of Transparent Objects. CoRR abs/2104.00622 (2021) - [i112]Yu-Wei Chao, Wei Yang, Yu Xiang, Pavlo Molchanov, Ankur Handa, Jonathan Tremblay, Yashraj S. Narang, Karl Van Wyk, Umar Iqbal, Stan Birchfield, Jan Kautz, Dieter Fox:
DexYCB: A Benchmark for Capturing Hand Grasping of Objects. CoRR abs/2104.04631 (2021) - [i111]Mohak Bhardwaj, Balakumar Sundaralingam, Arsalan Mousavian, Nathan D. Ratliff, Dieter Fox, Fabio Ramos, Byron Boots:
Fast Joint Space Model-Predictive Control for Reactive Manipulation. CoRR abs/2104.13542 (2021) - [i110]Michael Lutter, Shie Mannor, Jan Peters, Dieter Fox, Animesh Garg:
Value Iteration in Continuous Actions, States and Time. CoRR abs/2105.04682 (2021) - [i109]Michael Lutter, Shie Mannor, Jan Peters, Dieter Fox, Animesh Garg:
Robust Value Iteration for Continuous Control Tasks. CoRR abs/2105.12189 (2021) - [i108]Eric Heiden, Miles Macklin, Yashraj S. Narang, Dieter Fox, Animesh Garg, Fabio Ramos:
DiSECt: A Differentiable Simulation Engine for Autonomous Robotic Cutting. CoRR abs/2105.12244 (2021) - [i107]Ahmed Hussain Qureshi, Arsalan Mousavian, Chris Paxton, Michael C. Yip, Dieter Fox:
NeRP: Neural Rearrangement Planning for Unknown Objects. CoRR abs/2106.01352 (2021) - [i106]Christopher Xie, Arsalan Mousavian, Yu Xiang, Dieter Fox:
RICE: Refining Instance Masks in Cluttered Environments with Graph Neural Networks. CoRR abs/2106.15711 (2021) - [i105]Lirui Wang, Yu Xiang, Dieter Fox:
Hierarchical Policies for Cluttered-Scene Grasping with Latent Plans. CoRR abs/2107.01518 (2021) - [i104]Junha Roh, Karthik Desingh, Ali Farhadi, Dieter Fox:
LanguageRefer: Spatial-Language Model for 3D Visual Grounding. CoRR abs/2107.03438 (2021) - [i103]Rika Antonova, Fabio Ramos, Rafael Possas, Dieter Fox:
BayesSimIG: Scalable Parameter Inference for Adaptive Domain Randomization with IsaacGym. CoRR abs/2107.04527 (2021) - [i102]Valts Blukis, Chris Paxton, Dieter Fox, Animesh Garg, Yoav Artzi:
A Persistent Spatial Semantic Representation for High-level Natural Language Instruction Execution. CoRR abs/2107.05612 (2021) - [i101]Isabella Huang, Yashraj S. Narang, Clemens Eppner, Balakumar Sundaralingam, Miles Macklin, Tucker Hermans, Dieter Fox:
DefGraspSim: Simulation-based grasping of 3D deformable objects. CoRR abs/2107.05778 (2021) - [i100]Chris Paxton, Chris Xie, Tucker Hermans, Dieter Fox:
Predicting Stable Configurations for Semantic Placement of Novel Objects. CoRR abs/2108.12062 (2021) - [i99]Wentao Yuan, Chris Paxton, Karthik Desingh, Dieter Fox:
SORNet: Spatial Object-Centric Representations for Sequential Manipulation. CoRR abs/2109.03891 (2021) - [i98]Karl Van Wyk, Mandy Xie, Anqi Li, Muhammad Asif Rana, Buck Babich, Bryan Peele, Qian Wan, Iretiayo Akinola, Balakumar Sundaralingam, Dieter Fox, Byron Boots, Nathan D. Ratliff:
Geometric Fabrics: Generalizing Classical Mechanics to Capture the Physics of Behavior. CoRR abs/2109.10443 (2021) - [i97]Mohit Shridhar, Lucas Manuelli, Dieter Fox:
CLIPort: What and Where Pathways for Robotic Manipulation. CoRR abs/2109.12098 (2021) - [i96]Michael Lutter, Boris Belousov, Shie Mannor, Dieter Fox, Animesh Garg, Jan Peters:
Continuous-Time Fitted Value Iteration for Robust Policies. CoRR abs/2110.01954 (2021) - [i95]Weiyu Liu, Chris Paxton, Tucker Hermans, Dieter Fox:
StructFormer: Learning Spatial Structure for Language-Guided Semantic Rearrangement of Novel Objects. CoRR abs/2110.10189 (2021) - [i94]Nicholas Roy, Ingmar Posner, Tim D. Barfoot, Philippe Beaudoin, Yoshua Bengio, Jeannette Bohg, Oliver Brock, Isabelle Depatie, Dieter Fox, Daniel E. Koditschek, Tomás Lozano-Pérez, Vikash Mansinghka, Christopher J. Pal, Blake A. Richards, Dorsa Sadigh, Stefan Schaal, Gaurav S. Sukhatme, Denis Thérien, Marc Toussaint, Michiel van de Panne:
From Machine Learning to Robotics: Challenges and Opportunities for Embodied Intelligence. CoRR abs/2110.15245 (2021) - [i93]Andreea Bobu, Chris Paxton, Wei Yang, Balakumar Sundaralingam, Yu-Wei Chao, Maya Cakmak, Dieter Fox:
Learning Perceptual Concepts by Bootstrapping from Human Queries. CoRR abs/2111.05251 (2021) - [i92]Rika Antonova, Jingyun Yang, Priya Sundaresan, Dieter Fox, Fabio Ramos, Jeannette Bohg:
A Bayesian Treatment of Real-to-Sim for Deformable Object Manipulation. CoRR abs/2112.05068 (2021) - [i91]Henry M. Clever, Ankur Handa, Hammad Mazhar, Kevin Parker, Omer Shapira, Qian Wan, Yashraj S. Narang, Iretiayo Akinola, Maya Cakmak, Dieter Fox:
Assistive Tele-op: Leveraging Transformers to Collect Robotic Task Demonstrations. CoRR abs/2112.05129 (2021) - 2020
- [j46]Yi Li, Gu Wang, Xiangyang Ji, Yu Xiang, Dieter Fox:
DeepIM: Deep Iterative Matching for 6D Pose Estimation. Int. J. Comput. Vis. 128(3): 657-678 (2020) - [j45]Ian Abraham, Ankur Handa, Nathan D. Ratliff, Kendall Lowrey, Todd D. Murphey, Dieter Fox:
Model-Based Generalization Under Parameter Uncertainty Using Path Integral Control. IEEE Robotics Autom. Lett. 5(2): 2864-2871 (2020) - [c210]Yu Xiang, Christopher Xie, Arsalan Mousavian, Dieter Fox:
Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation. CoRL 2020: 461-470 - [c209]Carolyn Matl, Yashraj S. Narang, Dieter Fox, Ruzena Bajcsy, Fabio Ramos:
STReSSD: Sim-To-Real from Sound for Stochastic Dynamics. CoRL 2020: 935-958 - [c208]Alexander Lambert, Fabio Ramos, Byron Boots, Dieter Fox, Adam Fishman:
Stein Variational Model Predictive Control. CoRL 2020: 1278-1297 - [c207]Bhairav Mehta, Ankur Handa, Dieter Fox, Fabio Ramos:
A User's Guide to Calibrating Robotic Simulators. CoRL 2020: 1326-1340 - [c206]Junha Roh, Christoforos I. Mavrogiannis, Rishabh Madan, Dieter Fox, Siddhartha S. Srinivasa:
Multimodal Trajectory Prediction via Topological Invariance for Navigation at Uncontrolled Intersections. CoRL 2020: 2216-2227 - [c205]Keunhong Park, Arsalan Mousavian, Yu Xiang, Dieter Fox:
LatentFusion: End-to-End Differentiable Reconstruction and Rendering for Unseen Object Pose Estimation. CVPR 2020: 10707-10716 - [c204]Mohit Shridhar, Jesse Thomason, Daniel Gordon, Yonatan Bisk, Winson Han, Roozbeh Mottaghi, Luke Zettlemoyer, Dieter Fox:
ALFRED: A Benchmark for Interpreting Grounded Instructions for Everyday Tasks. CVPR 2020: 10737-10746 - [c203]Wentao Yuan, Benjamin Eckart, Kihwan Kim, Varun Jampani, Dieter Fox, Jan Kautz:
DeepGMR: Learning Latent Gaussian Mixture Models for Registration. ECCV (5) 2020: 733-750 - [c202]Xiangyun Meng, Nathan D. Ratliff, Yu Xiang, Dieter Fox:
Scaling Local Control to Large-Scale Topological Navigation. ICRA 2020: 672-678 - [c201]Carolyn Matl, Yashraj S. Narang, Ruzena Bajcsy, Fabio Ramos, Dieter Fox:
Inferring the Material Properties of Granular Media for Robotic Tasks. ICRA 2020: 2770-2777 - [c200]Xinke Deng, Yu Xiang, Arsalan Mousavian, Clemens Eppner, Timothy Bretl, Dieter Fox:
Self-supervised 6D Object Pose Estimation for Robot Manipulation. ICRA 2020: 3665-3671 - [c199]Ajay Mandlekar, Fabio Ramos, Byron Boots, Silvio Savarese, Li Fei-Fei, Animesh Garg, Dieter Fox:
IRIS: Implicit Reinforcement without Interaction at Scale for Learning Control from Offline Robot Manipulation Data. ICRA 2020: 4414-4420 - [c198]De-An Huang, Yu-Wei Chao, Chris Paxton, Xinke Deng, Li Fei-Fei, Juan Carlos Niebles, Animesh Garg, Dieter Fox:
Motion Reasoning for Goal-Based Imitation Learning. ICRA 2020: 4878-4884 - [c197]Caelan Reed Garrett, Chris Paxton, Tomás Lozano-Pérez, Leslie Pack Kaelbling, Dieter Fox:
Online Replanning in Belief Space for Partially Observable Task and Motion Problems. ICRA 2020: 5678-5684 - [c196]Jacky Liang, Ankur Handa, Karl Van Wyk, Viktor Makoviychuk, Oliver Kroemer, Dieter Fox:
In-Hand Object Pose Tracking via Contact Feedback and GPU-Accelerated Robotic Simulation. ICRA 2020: 6203-6209 - [c195]Adithyavairavan Murali, Arsalan Mousavian, Clemens Eppner, Chris Paxton, Dieter Fox:
6-DOF Grasping for Target-driven Object Manipulation in Clutter. ICRA 2020: 6232-6238 - [c194]Michelle A. Lee, Carlos Florensa, Jonathan Tremblay, Nathan D. Ratliff, Animesh Garg, Fabio Ramos, Dieter Fox:
Guided Uncertainty-Aware Policy Optimization: Combining Learning and Model-Based Strategies for Sample-Efficient Policy Learning. ICRA 2020: 7505-7512 - [c193]Ankur Handa, Karl Van Wyk, Wei Yang, Jacky Liang, Yu-Wei Chao, Qian Wan, Stan Birchfield, Nathan D. Ratliff, Dieter Fox:
DexPilot: Vision-Based Teleoperation of Dexterous Robotic Hand-Arm System. ICRA 2020: 9164-9170 - [c192]Timothy E. Lee, Jonathan Tremblay, Thang To, Jia Cheng, Terry Mosier, Oliver Kroemer, Dieter Fox, Stan Birchfield:
Camera-to-Robot Pose Estimation from a Single Image. ICRA 2020: 9426-9432 - [c191]Kei Kase, Chris Paxton, Hammad Mazhar, Tetsuya Ogata, Dieter Fox:
Transferable Task Execution from Pixels through Deep Planning Domain Learning. ICRA 2020: 10459-10465 - [c190]Rafael Possas, Lucas Barcelos, Rafael Oliveira, Dieter Fox, Fabio Ramos:
Online BayesSim for Combined Simulator Parameter Inference and Policy Improvement. IROS 2020: 5445-5452 - [c189]Wei Yang, Chris Paxton, Maya Cakmak, Dieter Fox:
Human Grasp Classification for Reactive Human-to-Robot Handovers. IROS 2020: 11123-11130 - [c188]Adam Fishman, Chris Paxton, Wei Yang, Dieter Fox, Byron Boots, Nathan D. Ratliff:
Collaborative Interaction Models for Optimized Human-Robot Teamwork. IROS 2020: 11221-11228 - [c187]Muhammad Asif Rana, Anqi Li, Dieter Fox, Byron Boots, Fabio Ramos, Nathan D. Ratliff:
Euclideanizing Flows: Diffeomorphic Reduction for Learning Stable Dynamical Systems. L4DC 2020: 630-639 - [c186]Mohak Bhardwaj, Ankur Handa, Dieter Fox, Byron Boots:
Information Theoretic Model Predictive Q-Learning. L4DC 2020: 840-850 - [c185]Yunzhu Li, Antonio Torralba, Anima Anandkumar, Dieter Fox, Animesh Garg:
Causal Discovery in Physical Systems from Videos. NeurIPS 2020 - [c184]Yashraj S. Narang, Karl Van Wyk, Arsalan Mousavian, Dieter Fox:
Interpreting and Predicting Tactile Signals via a Physics-Based and Data-Driven Framework. Robotics: Science and Systems 2020 - [c183]Lirui Wang, Yu Xiang, Dieter Fox:
Manipulation Trajectory Optimization with Online Grasp Synthesis and Selection. Robotics: Science and Systems 2020 - [c182]Phil Ammirato, Jonathan Tremblay, Ming-Yu Liu, Alexander C. Berg, Dieter Fox:
SymGAN: Orientation Estimation without Annotation for Symmetric Objects. WACV 2020: 1657-1666 - [i90]Mohak Bhardwaj, Ankur Handa, Dieter Fox, Byron Boots:
Information Theoretic Model Predictive Q-Learning. CoRR abs/2001.02153 (2020) - [i89]Jacky Liang, Ankur Handa, Karl Van Wyk, Viktor Makoviychuk, Oliver Kroemer, Dieter Fox:
In-Hand Object Pose Tracking via Contact Feedback and GPU-Accelerated Robotic Simulation. CoRR abs/2002.12160 (2020) - [i88]Kei Kase, Chris Paxton, Hammad Mazhar, Tetsuya Ogata, Dieter Fox:
Transferable Task Execution from Pixels through Deep Planning Domain Learning. CoRR abs/2003.03726 (2020) - [i87]Wei Yang, Chris Paxton, Maya Cakmak, Dieter Fox:
Human Grasp Classification for Reactive Human-to-Robot Handovers. CoRR abs/2003.06000 (2020) - [i86]Daniel Gordon, Kiana Ehsani, Dieter Fox, Ali Farhadi:
Watching the World Go By: Representation Learning from Unlabeled Videos. CoRR abs/2003.07990 (2020) - [i85]Carolyn Matl, Yashraj S. Narang, Ruzena Bajcsy, Fabio Ramos, Dieter Fox:
Inferring the Material Properties of Granular Media for Robotic Tasks. CoRR abs/2003.08032 (2020) - [i84]Michelle A. Lee, Carlos Florensa, Jonathan Tremblay, Nathan D. Ratliff, Animesh Garg, Fabio Ramos, Dieter Fox:
Guided Uncertainty-Aware Policy Optimization: Combining Learning and Model-Based Strategies for Sample-Efficient Policy Learning. CoRR abs/2005.10872 (2020) - [i83]Muhammad Asif Rana, Anqi Li, Dieter Fox, Byron Boots, Fabio Ramos, Nathan D. Ratliff:
Euclideanizing Flows: Diffeomorphic Reduction for Learning Stable Dynamical Systems. CoRR abs/2005.13143 (2020) - [i82]Ian Abraham, Ankur Handa, Nathan D. Ratliff, Kendall Lowrey, Todd D. Murphey, Dieter Fox:
Model-Based Generalization Under Parameter Uncertainty Using Path Integral Control. CoRR abs/2006.03106 (2020) - [i81]Yashraj S. Narang, Karl Van Wyk, Arsalan Mousavian, Dieter Fox:
Interpreting and Predicting Tactile Signals via a Physics-Based and Data-Driven Framework. CoRR abs/2006.03777 (2020) - [i80]Yunzhu Li, Antonio Torralba, Animashree Anandkumar, Dieter Fox, Animesh Garg:
Causal Discovery in Physical Systems from Videos. CoRR abs/2007.00631 (2020) - [i79]Christopher Xie, Yu Xiang, Arsalan Mousavian, Dieter Fox:
Unseen Object Instance Segmentation for Robotic Environments. CoRR abs/2007.08073 (2020) - [i78]Ching-An Cheng, Mustafa Mukadam, Jan Issac, Stan Birchfield, Dieter Fox, Byron Boots, Nathan D. Ratliff:
RMPflow: A Geometric Framework for Generation of Multi-Task Motion Policies. CoRR abs/2007.14256 (2020) - [i77]Yu Xiang, Christopher Xie, Arsalan Mousavian, Dieter Fox:
Learning RGB-D Feature Embeddings for Unseen Object Instance Segmentation. CoRR abs/2007.15157 (2020) - [i76]Wentao Yuan, Benjamin Eckart, Kihwan Kim, Varun Jampani, Dieter Fox, Jan Kautz:
DeepGMR: Learning Latent Gaussian Mixture Models for Registration. CoRR abs/2008.09088 (2020) - [i75]Lirui Wang, Yu Xiang, Dieter Fox:
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