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ORCIDDanica Kragic
Danica Kragic Jensfelt
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- affiliation: Royal Institute of Technology (KTH), Sweden
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2020 – today
- 2023
[j82]Aniss Aiman Medbouhi
, Vladislav Polianskii, Anastasia Varava, Danica Kragic:
InvMap and Witness Simplicial Variational Auto-Encoders. Mach. Learn. Knowl. Extr. 5(1): 199-236 (2023)- [j81]Wenjie Yin, Hang Yin, Kim Baraka, Danica Kragic, Mårten Björkman:
Multimodal dance style transfer. Mach. Vis. Appl. 34(4): 48 (2023) - [j80]Martina Lippi, Petra Poklukar, Michael C. Welle, Anastasia Varava, Hang Yin, Alessandro Marino, Danica Kragic:
Enabling Visual Action Planning for Object Manipulation Through Latent Space Roadmap. IEEE Trans. Robotics 39(1): 57-75 (2023) - [j79]Ioanna Mitsioni, Pouria Tajvar, Danica Kragic, Jana Tumova, Christian Pek:
Safe Data-Driven Model Predictive Control of Systems With Complex Dynamics. IEEE Trans. Robotics 39(4): 3242-3258 (2023) - [j78]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. IEEE Trans. Robotics 39(5): 3994-4015 (2023) - [c235]Giovanni Luca Marchetti, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic:
An Efficient and Continuous Voronoi Density Estimator. AISTATS 2023: 4732-4744 - [c234]Giovanni Luca Marchetti, Gustaf Tegnér, Anastasiia Varava, Danica Kragic:
Equivariant Representation Learning via Class-Pose Decomposition. AISTATS 2023: 4745-4756 - [c233]Michael C. Welle, Martina Lippi, Haofei Lu, Jens Lundell, Andrea Gasparri, Danica Kragic:
Enabling Robot Manipulation of Soft and Rigid Objects with Vision-based Tactile Sensors. CASE 2023: 1-7 - [c232]Nona Rajabi, Charles Chernik, Alfredo Reichlin, Farzaneh Taleb, Miguel Vasco, Ali Ghadirzadeh, Mårten Björkman, Danica Kragic:
Mental Face Image Retrieval Based on a Closed-Loop Brain-Computer Interface. HCI (9) 2023: 26-45 - [c231]Alberta Longhini, Marco Moletta, Alfredo Reichlin, Michael C. Welle, Alexander Kravberg, Yufei Wang, David Held, Zackory Erickson, Danica Kragic:
Elastic Context: Encoding Elasticity for Data-driven Models of Textiles Elastic Context: Encoding Elasticity for Data-driven Models of Textiles. ICRA 2023: 1764-1770 - [c230]Alberta Longhini, Marco Moletta, Alfredo Reichlin, Michael C. Welle, David Held, Zackory Erickson, Danica Kragic:
EDO-Net: Learning Elastic Properties of Deformable Objects from Graph Dynamics. ICRA 2023: 3875-3881 - [c229]Alfredo Reichlin, Giovanni Luca Marchetti, Hang Yin, Anastasiia Varava, Danica Kragic:
Learning Geometric Representations of Objects via Interaction. ECML/PKDD (4) 2023: 629-644 - [c228]Luis Armando Pérez Rey, Giovanni Luca Marchetti, Danica Kragic, Dmitri Jarnikov, Mike Holenderski:
Equivariant Representation Learning in the Presence of Stabilizers. ECML/PKDD (4) 2023: 693-708 - [c227]Nona Rajabi, Parag Khanna, Sümeyra Demir Kanik, Elmira Yadollahi, Miguel Vasco, Mårten Björkman, Christian Smith, Danica Kragic:
Detecting the Intention of Object Handover in Human-Robot Collaborations: An EEG Study. RO-MAN 2023: 549-555 - [c226]Wenjie Yin, Ruibo Tu, Hang Yin, Danica Kragic, Hedvig Kjellström, Mårten Björkman:
Controllable Motion Synthesis and Reconstruction with Autoregressive Diffusion Models. RO-MAN 2023: 1102-1108 - [c225]Sanaz Sabzevari, Ali Ghadirzadeh, Mårten Björkman, Danica Kragic:
PG-3DVTON: Pose-Guided 3D Virtual Try-on Network. VISIGRAPP (4: VISAPP) 2023: 819-829 - [c224]Wenjie Yin, Hang Yin, Kim Baraka, Danica Kragic, Mårten Björkman:
Dance Style Transfer with Cross-modal Transformer. WACV 2023: 5047-5056 - [i85]Luis Armando Pérez Rey, Giovanni Luca Marchetti, Danica Kragic, Dmitri Jarnikov, Mike Holenderski:
Equivariant Representations for Non-Free Group Actions. CoRR abs/2301.05231 (2023) - [i84]Zehang Weng, Haofei Lu, Jens Lundell, Danica Kragic:
GoNet: An Approach-Constrained Generative Grasp Sampling Network. CoRR abs/2303.07972 (2023) - [i83]Martina Lippi, Michael C. Welle, Andrea Gasparri, Danica Kragic:
Ensemble Latent Space Roadmap for Improved Robustness in Visual Action Planning. CoRR abs/2303.15115 (2023) - [i82]Wenjie Yin, Ruibo Tu, Hang Yin, Danica Kragic, Hedvig Kjellström, Mårten Björkman:
Controllable Motion Synthesis and Reconstruction with Autoregressive Diffusion Models. CoRR abs/2304.04681 (2023) - [i81]Marco Moletta, Maciej K. Wozniak, Michael C. Welle, Danica Kragic:
A Virtual Reality Framework for Human-Robot Collaboration in Cloth Folding. CoRR abs/2305.07493 (2023) - [i80]Reza Dadfar, Sanaz Sabzevari, Mårten Björkman, Danica Kragic:
TD-GEM: Text-Driven Garment Editing Mapper. CoRR abs/2305.18120 (2023) - [i79]Michael C. Welle, Martina Lippi, Haofei Lu, Jens Lundell, Andrea Gasparri, Danica Kragic:
Enabling Robot Manipulation of Soft and Rigid Objects with Vision-based Tactile Sensors. CoRR abs/2306.05791 (2023) - [i78]Alfredo Reichlin, Giovanni Luca Marchetti, Hang Yin, Anastasiia Varava, Danica Kragic:
Learning Geometric Representations of Objects via Interaction. CoRR abs/2309.05346 (2023) - [i77]Wenjie Yin, Qingyuan Yao, Yi Yu, Hang Yin, Danica Kragic, Mårten Björkman:
Music- and Lyrics-driven Dance Synthesis. CoRR abs/2310.00455 (2023) - [i76]Zehang Weng, Haofei Lu, Jens Lundell, Danica Kragic:
CAPGrasp: An $\mathbb{R}^3\times \text{SO(2)-equivariant}$ Continuous Approach-Constrained Generative Grasp Sampler. CoRR abs/2310.12113 (2023) - 2022
- [j77]Ali Ghadirzadeh, Petra Poklukar, Karol Arndt, Chelsea Finn, Ville Kyrki, Danica Kragic, Mårten Björkman:
Training and Evaluation of Deep Policies Using Reinforcement Learning and Generative Models. J. Mach. Learn. Res. 23: 174:1-174:37 (2022) - [j76]Atsuto Maki, Danica Kragic, Hedvig Kjellström, Hossein Azizpour, Josephine Sullivan, Mårten Björkman, Patric Jensfelt, Stefan Carlsson, Tony Lindeberg, Yngve Sundblad:
In Memoriam: Jan-Olof Eklundh. IEEE Trans. Pattern Anal. Mach. Intell. 44(9): 4488-4489 (2022) - [j75]Sofie Ahlberg, Agnes Axelsson, Pian Yu, Wenceslao Shaw-Cortez, Alex Yuan Gao, Ali Ghadirzadeh, Ginevra Castellano, Danica Kragic, Gabriel Skantze, Dimos V. Dimarogonas:
Co-adaptive Human-Robot Cooperation: Summary and Challenges. Unmanned Syst. 10(2): 187-203 (2022) - [c223]Sumeyra Demir Kanik, Wenjie Yin, Arzu Guneysu Ozgur, Ali Ghadirzadeh, Mårten Björkman, Danica Kragic:
Improving EEG-based Motor Execution Classification for Robot Control. HCI (14) 2022: 65-82 - [c222]Petra Poklukar, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic:
Delaunay Component Analysis for Evaluation of Data Representations. ICLR 2022 - [c221]Alexander Kravberg, Giovanni Luca Marchetti, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic:
Active Nearest Neighbor Regression Through Delaunay Refinement. ICML 2022: 11650-11664 - [c220]Petra Poklukar, Miguel Vasco, Hang Yin, Francisco S. Melo, Ana Paiva, Danica Kragic:
Geometric Multimodal Contrastive Representation Learning. ICML 2022: 17782-17800 - [c219]Martina Lippi, Michael C. Welle, Petra Poklukar, Alessandro Marino, Danica Kragic:
Augment-Connect-Explore: a Paradigm for Visual Action Planning with Data Scarcity. IROS 2022: 754-761 - [c218]Alfredo Reichlin, Giovanni Luca Marchetti, Hang Yin, Ali Ghadirzadeh, Danica Kragic:
Back to the Manifold: Recovering from Out-of-Distribution States. IROS 2022: 8660-8666 - [c217]Hang Yin, Christos K. Verginis, Danica Kragic:
Consensus-based Normalizing-Flow Control: A Case Study in Learning Dual-Arm Coordination. IROS 2022: 10417-10424 - [c216]Constantinos Chamzas, Martina Lippi, Michael C. Welle, Anastasia Varava, Lydia E. Kavraki, Danica Kragic:
Comparing Reconstruction- and Contrastive-based Models for Visual Task Planning. IROS 2022: 12550-12557 - [c215]Hang Yin, Michael C. Welle, Danica Kragic:
Embedding Koopman Optimal Control in Robot Policy Learning. IROS 2022: 13392-13399 - [c214]Vladislav Polianskii, Giovanni Luca Marchetti, Alexander Kravberg, Anastasiia Varava, Florian T. Pokorny, Danica Kragic:
Voronoi density estimator for high-dimensional data: Computation, compactification and convergence. UAI 2022: 1644-1653 - [i75]Petra Poklukar, Miguel Vasco, Hang Yin, Francisco S. Melo, Ana Paiva, Danica Kragic:
GMC - Geometric Multimodal Contrastive Representation Learning. CoRR abs/2202.03390 (2022) - [i74]Ciwan Ceylan, Petra Poklukar, Hanna Hultin, Alexander Kravchenko, Anastasia Varava, Danica Kragic:
GraphDCA - a Framework for Node Distribution Comparison in Real and Synthetic Graphs. CoRR abs/2202.03884 (2022) - [i73]Petra Poklukar, Vladislav Polianskii, Anastasia Varava, Florian T. Pokorny, Danica Kragic:
Delaunay Component Analysis for Evaluation of Data Representations. CoRR abs/2202.06866 (2022) - [i72]Martina Lippi, Michael C. Welle, Petra Poklukar, Alessandro Marino, Danica Kragic:
Augment-Connect-Explore: a Paradigm for Visual Action Planning with Data Scarcity. CoRR abs/2203.13034 (2022) - [i71]Ali Ghadirzadeh, Petra Poklukar, Karol Arndt, Chelsea Finn, Ville Kyrki, Danica Kragic, Mårten Björkman:
Training and Evaluation of Deep Policies using Reinforcement Learning and Generative Models. CoRR abs/2204.08573 (2022) - [i70]Vladislav Polianskii, Giovanni Luca Marchetti, Alexander Kravberg, Anastasiia Varava, Florian T. Pokorny, Danica Kragic:
Voronoi Density Estimator for High-Dimensional Data: Computation, Compactification and Convergence. CoRR abs/2206.08051 (2022) - [i69]Alexander Kravberg, Giovanni Luca Marchetti, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic:
Active Nearest Neighbor Regression Through Delaunay Refinement. CoRR abs/2206.08061 (2022) - [i68]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) - [i67]Giovanni Luca Marchetti, Gustaf Tegnér, Anastasiia Varava, Danica Kragic:
Equivariant Representation Learning via Class-Pose Decomposition. CoRR abs/2207.03116 (2022) - [i66]Gustaf Tegnér, Alfredo Reichlin, Hang Yin, Mårten Björkman, Danica Kragic:
On the Subspace Structure of Gradient-Based Meta-Learning. CoRR abs/2207.03804 (2022) - [i65]Alfredo Reichlin, Giovanni Luca Marchetti, Hang Yin, Ali Ghadirzadeh, Danica Kragic:
Back to the Manifold: Recovering from Out-of-Distribution States. CoRR abs/2207.08673 (2022) - [i64]Ciwan Ceylan, Kambiz Ghoorchian, Danica Kragic:
Digraphwave: Scalable Extraction of Structural Node Embeddings via Diffusion on Directed Graphs. CoRR abs/2207.10149 (2022) - [i63]Wenjie Yin, Hang Yin, Kim Baraka, Danica Kragic, Mårten Björkman:
Dance Style Transfer with Cross-modal Transformer. CoRR abs/2208.09406 (2022) - [i62]Alberta Longhini, Marco Moletta, Alfredo Reichlin, Michael C. Welle, Alexander Kravberg, Yufei Wang, David Held, Zackory Erickson, Danica Kragic:
Elastic Context: Encoding Elasticity for Data-driven Models of Textiles. CoRR abs/2209.05428 (2022) - [i61]Alberta Longhini, Marco Moletta, Alfredo Reichlin, Michael C. Welle, David Held, Zackory Erickson, Danica Kragic:
EDO-Net: Learning Elastic Properties of Deformable Objects from Graph Dynamics. CoRR abs/2209.08996 (2022) - [i60]Giovanni Luca Marchetti, Vladislav Polianskii, Anastasiia Varava, Florian T. Pokorny, Danica Kragic:
An Efficient and Continuous Voronoi Density Estimator. CoRR abs/2210.03964 (2022) - 2021
- [j74]Haoran Song, Anastasiia Varava, Oleksandr Kravchenko, Danica Kragic, Michael Yu Wang, Florian T. Pokorny, Kaiyu Hang:
Herding by caging: a formation-based motion planning framework for guiding mobile agents. Auton. Robots 45(5): 613-631 (2021) - [j73]Michael C. Welle, Anastasiia Varava, Jeffrey Mahler, Ken Goldberg, Danica Kragic, Florian T. Pokorny:
Partial caging: a clearance-based definition, datasets, and deep learning. Auton. Robots 45(5): 647-664 (2021) - [j72]Artur Czeszumski, Anna L. Gert, Ashima Keshava, Ali Ghadirzadeh, Tilman Kalthoff, Benedikt V. Ehinger, Max Tiessen, Mårten Björkman, Danica Kragic, Peter König:
Coordinating With a Robot Partner Affects Neural Processing Related to Action Monitoring. Frontiers Neurorobotics 15: 686010 (2021) - [j71]Anastasiia Varava, J. Frederico Carvalho, Danica Kragic, Florian T. Pokorny:
Free space of rigid objects: caging, path non-existence, and narrow passage detection. Int. J. Robotics Res. 40(10-11) (2021) - [j70]Shahbaz Abdul Khader, Hang Yin, Pietro Falco, Danica Kragic:
Stability-Guaranteed Reinforcement Learning for Contact-Rich Manipulation. IEEE Robotics Autom. Lett. 6(1): 1-8 (2021) - [j69]Ali Ghadirzadeh, Xi Chen, Wenjie Yin, Zhengrong Yi, Mårten Björkman, Danica Kragic:
Human-Centered Collaborative Robots With Deep Reinforcement Learning. IEEE Robotics Autom. Lett. 6(2): 566-571 (2021) - [j68]Shahbaz Abdul Khader, Hang Yin, Pietro Falco, Danica Kragic:
Learning Deep Energy Shaping Policies for Stability-Guaranteed Manipulation. IEEE Robotics Autom. Lett. 6(4): 8583-8590 (2021) - [j67]Hang Yin, Anastasia Varava, Danica Kragic:
Modeling, learning, perception, and control methods for deformable object manipulation. Sci. Robotics 6(54): 8803 (2021) - [j66]Danica Kragic, Yulia Sandamirskaya:
Effective and natural human-robot interaction requires multidisciplinary research. Sci. Robotics 6(58) (2021) - [c213]Ioanna Mitsioni, Yiannis Karayiannidis, Danica Kragic:
Modelling and Learning Dynamics for Robotic Food-Cutting. CASE 2021: 1194-1200 - [c212]Ioanna Mitsioni, Pouria Tajvar, Danica Kragic, Jana Tumova, Christian Pek:
Safe Data-Driven Contact-Rich Manipulation. HUMANOIDS 2021: 120-127 - [c211]Jesper Karlsson, Anastasiia Varava, Cristian-Ioan Vasile, Sertac Karaman, Danica Kragic, Daniela Rus, Jana Tumova:
When to Terminate: Path Non-existence Verification Improves Sampling-based Motion Planning. ICAR 2021: 594-600 - [c210]Giovanni Luca Marchetti, Marco Moletta, Gustaf Tegnér, Peiyang Shi, Anastasiia Varava, Alexander Kravchenko, Danica Kragic:
Learning Coarsened Dynamic Graph Representations for Deformable Object Manipulation. ICAR 2021: 955-960 - [c209]Petra Poklukar, Anastasiia Varava, Danica Kragic:
GeomCA: Geometric Evaluation of Data Representations. ICML 2021: 8588-8598 - [c208]Shahbaz Abdul Khader, Hang Yin, Pietro Falco, Danica Kragic:
Learning Stable Normalizing-Flow Control for Robotic Manipulation. ICRA 2021: 1644-1650 - [c207]Ioanna Mitsioni, Joonatan Mänttäri, Yiannis Karayiannidis, John Folkesson, Danica Kragic:
Interpretability in Contact-Rich Manipulation via Kinodynamic Images. ICRA 2021: 10175-10181 - [c206]Ali Ghadirzadeh, Xi Chen, Petra Poklukar, Chelsea Finn, Mårten Björkman, Danica Kragic:
Bayesian Meta-Learning for Few-Shot Policy Adaptation Across Robotic Platforms. IROS 2021: 1274-1280 - [c205]Zehang Weng, Fabian Paus, Anastasiia Varava, Hang Yin, Tamim Asfour, Danica Kragic:
Graph-based Task-specific Prediction Models for Interactions between Deformable and Rigid Objects. IROS 2021: 5741-5748 - [c204]Alberta Longhini, Michael C. Welle, Ioanna Mitsioni, Danica Kragic:
Textile Taxonomy and Classification Using Pulling and Twisting. IROS 2021: 7564-7571 - [c203]Rika Antonova, Anastasiia Varava, Peiyang Shi, J. Frederico Carvalho, Danica Kragic:
Sequential Topological Representations for Predictive Models of Deformable Objects. L4DC 2021: 348-360 - [c202]Rika Antonova, Peiyang Shi, Hang Yin, Zehang Weng, Danica Kragic:
Dynamic Environments with Deformable Objects. NeurIPS Datasets and Benchmarks 2021 - [c201]Francesco Esposito, Christian Pek, Michael C. Welle, Danica Kragic:
Learning Task Constraints in Visual-Action Planning from Demonstrations. RO-MAN 2021: 131-138 - [c200]Wenjie Yin, Hang Yin, Danica Kragic, Mårten Björkman:
Graph-based Normalizing Flow for Human Motion Generation and Reconstruction. RO-MAN 2021: 641-648 - [i59]Ioanna Mitsioni, Joonatan Mänttäri, Yiannis Karayiannidis, John Folkesson, Danica Kragic:
Interpretability in Contact-Rich Manipulation via Kinodynamic Images. CoRR abs/2102.11825 (2021) - [i58]Martina Lippi, Petra Poklukar, Michael C. Welle, Anastasiia Varava, Hang Yin, Alessandro Marino, Danica Kragic:
Enabling Visual Action Planning for Object Manipulation through Latent Space Roadmap. CoRR abs/2103.02554 (2021) - [i57]Zehang Weng, Fabian Paus, Anastasiia Varava, Hang Yin, Tamim Asfour, Danica Kragic:
Graph-based Task-specific Prediction Models for Interactions between Deformable and Rigid Objects. CoRR abs/2103.02932 (2021) - [i56]Ali Ghadirzadeh, Xi Chen, Petra Poklukar, Chelsea Finn, Mårten Björkman, Danica Kragic:
Bayesian Meta-Learning for Few-Shot Policy Adaptation Across Robotic Platforms. CoRR abs/2103.03697 (2021) - [i55]Alberta Longhini, Michael C. Welle, Ioanna Mitsioni, Danica Kragic:
Textile Taxonomy and Classification Using Pulling and Twisting. CoRR abs/2103.09555 (2021) - [i54]Shahbaz Abdul Khader, Hang Yin, Pietro Falco, Danica Kragic:
Learning Deep Neural Policies with Stability Guarantees. CoRR abs/2103.16432 (2021) - [i53]Wenjie Yin, Hang Yin, Danica Kragic, Mårten Björkman:
Graph-based Normalizing Flow for Human Motion Generation and Reconstruction. CoRR abs/2104.03020 (2021) - [i52]Petra Poklukar, Anastasiia Varava, Danica Kragic:
GeomCA: Geometric Evaluation of Data Representations. CoRR abs/2105.12486 (2021) - [i51]Michael C. Welle, Petra Poklukar, Danica Kragic:
Batch Curation for Unsupervised Contrastive Representation Learning. CoRR abs/2108.08643 (2021) - [i50]Constantinos Chamzas, Martina Lippi, Michael C. Welle, Anastasia Varava, Lydia E. Kavraki, Danica Kragic:
Comparing Reconstruction- and Contrastive-based Models for Visual Task Planning. CoRR abs/2109.06737 (2021) - 2020
- [j65]Judith Bütepage, Ali Ghadirzadeh, Özge Öztimur Karadag, Mårten Björkman, Danica Kragic:
Imitating by Generating: Deep Generative Models for Imitation of Interactive Tasks. Frontiers Robotics AI 7: 47 (2020) - [j64]Veronica Esther Arriola-Rios, Püren Güler, Fanny Ficuciello, Danica Kragic, Bruno Siciliano, Jeremy L. Wyatt:
Modeling of Deformable Objects for Robotic Manipulation: A Tutorial and Review. Frontiers Robotics AI 7: 82 (2020) - [j63]Oleksandr Kravchenko, Anastasiia Varava, Florian T. Pokorny, Didier Devaurs, Lydia E. Kavraki, Danica Kragic:
A Robotics-Inspired Screening Algorithm for Molecular Caging Prediction. J. Chem. Inf. Model. 60(3): 1302-1316 (2020) - [j62]Silvia Cruciani, Balakumar Sundaralingam, Kaiyu Hang, Vikash Kumar, Tucker Hermans, Danica Kragic:
Benchmarking In-Hand Manipulation. IEEE Robotics Autom. Lett. 5(2): 588-595 (2020) - [j61]Irene Garcia-Camacho, Guillem Alenyà, Danica Kragic, Martina Lippi, Michael C. Welle, Hang Yin, Rika Antonova, Anastasiia Varava, Júlia Borràs Sol, Carme Torras, Alessandro Marino:
Benchmarking Bimanual Cloth Manipulation. IEEE Robotics Autom. Lett. 5(2): 1111-1118 (2020) - [j60]Mia Kokic, Danica Kragic, Jeannette Bohg:
Learning Task-Oriented Grasping From Human Activity Datasets. IEEE Robotics Autom. Lett. 5(2): 3352-3359 (2020) - [j59]Shahbaz Abdul Khader, Hang Yin, Pietro Falco, Danica Kragic:
Data-Efficient Model Learning and Prediction for Contact-Rich Manipulation Tasks. IEEE Robotics Autom. Lett. 5(3): 4321-4328 (2020) - [j58]Guang-Zhong Yang, Bradley J. Nelson, Robin R. Murphy, Howie Choset, Henrik I. Christensen, Steven H. Collins, Paolo Dario, Ken Goldberg, Koji Ikuta, Neil Jacobstein, Danica Kragic, Russell H. Taylor, Marcia McNutt:
Combating COVID-19 - The role of robotics in managing public health and infectious diseases. Sci. Robotics 5(40): 5589 (2020) - [c199]Thomas Ziegler, Judith Bütepage, Michael C. Welle, Anastasiia Varava, Tonci Novkovic, Danica Kragic:
Fashion Landmark Detection and Category Classification for Robotics. ICARSC 2020: 81-88 - [c198]Silvia Cruciani, Diogo Almeida, Danica Kragic, Yiannis Karayiannidis:
Discrete Bimanual Manipulation for Wrench Balancing. ICRA 2020: 2631-2637 - [c197]Martin Hwasser, Danica Kragic, Rika Antonova:
Variational Auto-Regularized Alignment for Sim-to-Real Control. ICRA 2020: 2732-2738 - [c196]Silvia Cruciani, Hang Yin, Danica Kragic:
In-Hand Manipulation of Objects with Unknown Shapes. ICRA 2020: 8848-8854 - [c195]Martina Lippi, Petra Poklukar, Michael C. Welle, Anastasiia Varava, Hang Yin, Alessandro Marino, Danica Kragic:
Latent Space Roadmap for Visual Action Planning of Deformable and Rigid Object Manipulation. IROS 2020: 5619-5626 - [c194]Haoran Song, Joshua A. Haustein, Weihao Yuan, Kaiyu Hang, Michael Yu Wang, Danica Kragic, Johannes A. Stork:
Multi-Object Rearrangement with Monte Carlo Tree Search: A Case Study on Planar Nonprehensile Sorting. IROS 2020: 9433-9440 - [i49]Silvia Cruciani, Balakumar Sundaralingam, Kaiyu Hang, Vikash Kumar, Tucker Hermans, Danica Kragic:
Benchmarking In-Hand Manipulation. CoRR abs/2001.03070 (2020) - [i48]Anastasiia Varava, J. Frederico Carvalho, Danica Kragic, Florian T. Pokorny:
Free Space of Rigid Objects: Caging, Path Non-Existence, and Narrow Passage Detection. CoRR abs/2002.02715 (2020) - [i47]Martina Lippi, Petra Poklukar, Michael C. Welle, Anastasiia Varava, Hang Yin, Alessandro Marino, Danica Kragic:
Latent Space Roadmap for Visual Action Planning of Deformable and Rigid Object Manipulation. CoRR abs/2003.08974 (2020) - [i46]Ioanna Mitsioni, Yiannis Karayiannidis, Danica Kragic:
Modelling and Learning Dynamics for Robotic Food-Cutting. CoRR abs/2003.09179 (2020) - [i45]Thomas Ziegler, Judith Bütepage, Michael C. Welle, Anastasiia Varava, Tonci Novkovic, Danica Kragic:
Fashion Landmark Detection and Category Classification for Robotics. CoRR abs/2003.11827 (2020) - [i44]Shahbaz Abdul Khader, Hang Yin, Pietro Falco, Danica Kragic:
Stability-Guaranteed Reinforcement Learning for Contact-rich Manipulation. CoRR abs/2004.10886 (2020) - [i43]