Florian T. Pokorny

Orcid: 0000-0003-1114-6040

Affiliations:
  • KTH Royal Institute of Technology, Centre for Autonomous Systems


According to our database1, Florian T. Pokorny authored at least 76 papers between 2012 and 2024.

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Bibliography

2024
Characterizing Manipulation Robustness Through Energy Margin and Caging Analysis.
IEEE Robotics Autom. Lett., September, 2024

PACA: Perspective-Aware Cross-Attention Representation for Zero-Shot Scene Rearrangement.
CoRR, 2024

Feature Extractor or Decision Maker: Rethinking the Role of Visual Encoders in Visuomotor Policies.
CoRR, 2024

Co-Designing Tools and Control Policies for Robust Manipulation.
CoRR, 2024

Forward Invariance in Trajectory Spaces for Safety-critical Control.
CoRR, 2024

Adaptive Distance Functions via Kelvin Transformation.
CoRR, 2024

Walk on Spheres for PDE-based Path Planning.
CoRR, 2024

Caging in Motion: Characterizing Robustness in Manipulation through Energy Margin and Dynamic Caging Analysis.
CoRR, 2024

CloudGripper: An Open Source Cloud Robotics Testbed for Robotic Manipulation Research, Benchmarking and Data Collection at Scale.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

Quasi-static Soft Fixture Analysis of Rigid and Deformable Objects.
Proceedings of the IEEE International Conference on Robotics and Automation, 2024

2023
RealCraft: Attention Control as A Solution for Zero-shot Long Video Editing.
CoRR, 2023

Video Transformers under Occlusion: How Physics and Background Attributes Impact Large Models for Robotic Manipulation.
CoRR, 2023

Expansive Latent Planning for Sparse Reward Offline Reinforcement Learning.
Proceedings of the Conference on Robot Learning, 2023

An Efficient and Continuous Voronoi Density Estimator.
Proceedings of the International Conference on Artificial Intelligence and Statistics, 2023

2022
Delaunay Component Analysis for Evaluation of Data Representations.
CoRR, 2022

Voronoi density estimator for high-dimensional data: Computation, compactification and convergence.
Proceedings of the Uncertainty in Artificial Intelligence, 2022

Latent Planning via Expansive Tree Search.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

BITKOMO: Combining Sampling and Optimization for Fast Convergence in Optimal Motion Planning.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

Active Nearest Neighbor Regression Through Delaunay Refinement.
Proceedings of the International Conference on Machine Learning, 2022

Delaunay Component Analysis for Evaluation of Data Representations.
Proceedings of the Tenth International Conference on Learning Representations, 2022

2021
Planning-Augmented Hierarchical Reinforcement Learning.
IEEE Robotics Autom. Lett., 2021

Free space of rigid objects: caging, path non-existence, and narrow passage detection.
Int. J. Robotics Res., 2021

Approximate Topological Optimization using Multi-Mode Estimation for Robot Motion Planning.
CoRR, 2021

Partial caging: a clearance-based definition, datasets, and deep learning.
Auton. Robots, 2021

Herding by caging: a formation-based motion planning framework for guiding mobile agents.
Auton. Robots, 2021

Guest Editorial: Special issue on "Topological methods in robotics".
Auton. Robots, 2021

ReForm: A Robot Learning Sandbox for Deformable Linear Object Manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Learning Node Representations Using Stationary Flow Prediction on Large Payment and Cash Transaction Networks.
Proceedings of the 38th International Conference on Machine Learning, 2021

2020
A Robotics-Inspired Screening Algorithm for Molecular Caging Prediction.
J. Chem. Inf. Model., 2020

Voronoi Graph Traversal in High Dimensions with Applications to Topological Data Analysis and Piecewise Linear Interpolation.
Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

No Map, No Problem: A Local Sensing Approach for Navigation in Human-Made Spaces Using Signs.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Standard Deep Generative Models for Density Estimation in Configuration Spaces: A Study of Benefits, Limits and Challenges.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Geometric Characterization of Two-Finger Basket Grasps of 2-D Objects: Contact Space Formulation.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019
SWIRL: A sequential windowed inverse reinforcement learning algorithm for robot tasks with delayed rewards.
Int. J. Robotics Res., 2019

Long-term Prediction of Motion Trajectories Using Path Homology Clusters.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Voronoi Boundary Classification: A High-Dimensional Geometric Approach via Weighted Monte Carlo Integration.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Synthesis of Energy-Bounded Planar Caging Grasps Using Persistent Homology.
IEEE Trans Autom. Sci. Eng., 2018

Path Clustering with Homology Area.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

2017
An algorithm for calculating top-dimensional bounding chains.
PeerJ Prepr., 2017

A Decomposition-Based Approach to Reasoning about Free Space Path-Connectivity for Rigid Objects in 2D.
CoRR, 2017

Herding by Caging: a Topological Approach towards Guiding Moving Agents via Mobile Robots.
Proceedings of the Robotics: Science and Systems XIII, 2017

Caging and Path Non-existence: A Deterministic Sampling-Based Verification Algorithm.
Proceedings of the Robotics Research, The 18th International Symposium, 2017

Multi-scale Activity Estimation with Spatial Abstractions.
Proceedings of the Geometric Science of Information - Third International Conference, 2017

2016
Caging Grasps of Rigid and Partially Deformable 3-D Objects With Double Fork and Neck Features.
IEEE Trans. Robotics, 2016

Hierarchical Fingertip Space: A Unified Framework for Grasp Planning and In-Hand Grasp Adaptation.
IEEE Trans. Robotics, 2016

Energy-Bounded Caging: Formal Definition and 2-D Energy Lower Bound Algorithm Based on Weighted Alpha Shapes.
IEEE Robotics Autom. Lett., 2016

Topological trajectory classification with filtrations of simplicial complexes and persistent homology.
Int. J. Robotics Res., 2016

CapriDB - Capture, Print, Innovate: A Low-Cost Pipeline and Database for Reproducible Manipulation Research.
CoRR, 2016

HIRL: Hierarchical Inverse Reinforcement Learning for Long-Horizon Tasks with Delayed Rewards.
CoRR, 2016

Estimating Activity at Multiple Scales using Spatial Abstractions.
CoRR, 2016

SWIRL: A SequentialWindowed Inverse Reinforcement Learning Algorithm for Robot Tasks With Delayed Rewards.
Proceedings of the Algorithmic Foundations of Robotics XII, 2016

Large-scale supervised learning of the grasp robustness of surface patch pairs.
Proceedings of the 2016 IEEE International Conference on Simulation, 2016

High-dimensional Winding-Augmented Motion Planning with 2D topological task projections and persistent homology.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Topological trajectory clustering with relative persistent homology.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

TSC-DL: Unsupervised trajectory segmentation of multi-modal surgical demonstrations with Deep Learning.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Dex-Net 1.0: A cloud-based network of 3D objects for robust grasp planning using a Multi-Armed Bandit model with correlated rewards.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

SHIV: Reducing supervisor burden in DAgger using support vectors for efficient learning from demonstrations in high dimensional state spaces.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Privacy-preserving Grasp Planning in the Cloud.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

Robot grasping in clutter: Using a hierarchy of supervisors for learning from demonstrations.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2016

2015
On a Family of Decomposable Kernels on Sequences.
CoRR, 2015

Cohomological learning of periodic motion.
Appl. Algebra Eng. Commun. Comput., 2015

Data-Driven Topological Motion Planning with Persistent Cohomology.
Proceedings of the Robotics: Science and Systems XI, Sapienza University of Rome, 2015

Multi-armed bandit models for 2D grasp planning with uncertainty.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014
Multiscale Topological Trajectory Classification with Persistent Homology.
Proceedings of the Robotics: Science and Systems X, 2014

Grasp moduli spaces and spherical harmonics.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Combinatorial optimization for hierarchical contact-level grasping.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013
Grasp Moduli Spaces.
Proceedings of the Robotics: Science and Systems IX, Technische Universität Berlin, Berlin, Germany, June 24, 2013

Caging complex objects with geodesic balls.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Integrated motion and clasp planning with virtual linking.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Classical grasp quality evaluation: New algorithms and theory.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Friction coefficients and grasp synthesis.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Grasping objects with holes: A topological approach.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

The Path Kernel: A Novel Kernel for Sequential Data.
Proceedings of the Pattern Recognition Applications and Methods - International Conference, 2013

The Path Kernel.
Proceedings of the ICPRAM 2013, 2013

Supervised Hierarchical Dirichlet Processes with Variational Inference.
Proceedings of the 2013 IEEE International Conference on Computer Vision Workshops, 2013

2012
Persistent Homology for Learning Densities with Bounded Support.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012


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