Dmitry Berenson

Orcid: 0000-0002-9712-109X

According to our database1, Dmitry Berenson authored at least 113 papers between 2005 and 2024.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

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On csauthors.net:

Bibliography

2024
Learning a Generalizable Trajectory Sampling Distribution for Model Predictive Control.
IEEE Trans. Robotics, 2024

Subgoal Diffuser: Coarse-to-fine Subgoal Generation to Guide Model Predictive Control for Robot Manipulation.
CoRR, 2024

Improving Out-of-Distribution Generalization of Learned Dynamics by Learning Pseudometrics and Constraint Manifolds.
CoRR, 2024

Online Adaptation of Sampling-Based Motion Planning with Inaccurate Models.
CoRR, 2024

The Grasp Loop Signature: A Topological Representation for Manipulation Planning with Ropes and Cables.
CoRR, 2024

2023
Motion Planning as Online Learning: A Multi-Armed Bandit Approach to Kinodynamic Sampling-Based Planning.
IEEE Robotics Autom. Lett., October, 2023

The blindfolded traveler's problem: A search framework for motion planning with contact estimates.
Int. J. Robotics Res., April, 2023

Constrained Stein Variational Trajectory Optimization.
CoRR, 2023

Integrated Object Deformation and Contact Patch Estimation from Visuo-Tactile Feedback.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

CHSEL: Producing Diverse Plausible Pose Estimates from Contact and Free Space Data.
Proceedings of the Robotics: Science and Systems XIX, Daegu, 2023

Data-Efficient Learning of Natural Language to Linear Temporal Logic Translators for Robot Task Specification.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Focused Adaptation of Dynamics Models for Deformable Object Manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

TactileVAD: Geometric Aliasing-Aware Dynamics for High-Resolution Tactile Control.
Proceedings of the Conference on Robot Learning, 2023

2022
Challenges and Outlook in Robotic Manipulation of Deformable Objects.
IEEE Robotics Autom. Mag., 2022

Soft Tracking Using Contacts for Cluttered Objects to Perform Blind Object Retrieval.
IEEE Robotics Autom. Lett., 2022

Correction to "Planning With Learned Dynamics: Probabilistic Guarantees on Safety and Reachability Via Lipschitz Constants".
IEEE Robotics Autom. Lett., 2022

Gaussian Process Constraint Learning for Scalable Chance-Constrained Motion Planning From Demonstrations.
IEEE Robotics Autom. Lett., 2022

Learning temporal logic formulas from suboptimal demonstrations: theory and experiments.
Auton. Robots, 2022

Safe Output Feedback Motion Planning from Images via Learned Perception Modules and Contraction Theory.
Proceedings of the Algorithmic Foundations of Robotics XV, 2022

Variational Inference MPC using Normalizing Flows and Out-of-Distribution Projection.
Proceedings of the Robotics: Science and Systems XVIII, New York City, NY, USA, June 27, 2022

Data Augmentation for Manipulation.
Proceedings of the Robotics: Science and Systems XVIII, New York City, NY, USA, June 27, 2022

Manipulation via Membranes: High-Resolution and Highly Deformable Tactile Sensing and Control.
Proceedings of the Conference on Robot Learning, 2022

Learning the Dynamics of Compliant Tool-Environment Interaction for Visuo-Tactile Contact Servoing.
Proceedings of the Conference on Robot Learning, 2022

2021
Learning where to trust unreliable models in an unstructured world for deformable object manipulation.
Sci. Robotics, 2021

TAMPC: A Controller for Escaping Traps in Novel Environments.
IEEE Robotics Autom. Lett., 2021

Keep It Simple: Data-Efficient Learning for Controlling Complex Systems With Simple Models.
IEEE Robotics Autom. Lett., 2021

Planning With Learned Dynamics: Probabilistic Guarantees on Safety and Reachability via Lipschitz Constants.
IEEE Robotics Autom. Lett., 2021

Learning constraints from demonstrations with grid and parametric representations.
Int. J. Robotics Res., 2021

Challenges and Outlook in Robotic Manipulation of Deformable Objects.
CoRR, 2021

Long-horizon humanoid navigation planning using traversability estimates and previous experience.
Auton. Robots, 2021

Inferring Obstacles and Path Validity from Visibility-Constrained Demonstrations.
Proceedings of the Algorithmic Foundations of Robotics XIV, 2021

Tracking Partially-Occluded Deformable Objects while Enforcing Geometric Constraints.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Fusing RGBD Tracking and Segmentation Tree Sampling for Multi-Hypothesis Volumetric Segmentation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

CLASP: Constrained Latent Shape Projection for Refining Object Shape from Robot Contact.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

Model Error Propagation via Learned Contraction Metrics for Safe Feedback Motion Planning of Unknown Systems.
Proceedings of the 2021 60th IEEE Conference on Decision and Control (CDC), 2021

2020
Fast Planning Over Roadmaps via Selective Densification.
IEEE Robotics Autom. Lett., 2020

Learning When to Trust a Dynamics Model for Planning in Reduced State Spaces.
IEEE Robotics Autom. Lett., 2020

Robust Humanoid Contact Planning With Learned Zero- and One-Step Capturability Prediction.
IEEE Robotics Autom. Lett., 2020

Learning Constraints From Locally-Optimal Demonstrations Under Cost Function Uncertainty.
IEEE Robotics Autom. Lett., 2020

Manipulating deformable objects by interleaving prediction, planning, and control.
Int. J. Robotics Res., 2020

Planning with Learned Dynamics: Guaranteed Safety and Reachability via Lipschitz Constants.
CoRR, 2020

Explaining Multi-stage Tasks by Learning Temporal Logic Formulas from Suboptimal Demonstrations.
Proceedings of the Robotics: Science and Systems XVI, 2020

Diverse Plausible Shape Completions from Ambiguous Depth Images.
Proceedings of the 4th Conference on Robot Learning, 2020

Uncertainty-Aware Constraint Learning for Adaptive Safe Motion Planning from Demonstrations.
Proceedings of the 4th Conference on Robot Learning, 2020

2019
Asymptotically Near-Optimal Methods for Kinodynamic Planning With Initial State Uncertainty.
IEEE Robotics Autom. Lett., 2019

Simultaneous learning of hierarchy and primitives for complex robot tasks.
Auton. Robots, 2019

The Blindfolded Robot: A Bayesian Approach to Planning with Contact Feedback.
Proceedings of the Robotics Research, 2019

Inferring Occluded Geometry Improves Performance When Retrieving an Object from Dense Clutter.
Proceedings of the Robotics Research, 2019

Occlusion-robust Deformable Object Tracking without Physics Simulation.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Efficient Humanoid Contact Planning using Learned Centroidal Dynamics Prediction.
Proceedings of the International Conference on Robotics and Automation, 2019

Learning Parametric Constraints in High Dimensions from Demonstrations.
Proceedings of the 3rd Annual Conference on Robot Learning, 2019

2018
Estimating Model Utility for Deformable Object Manipulation Using Multiarmed Bandit Methods.
IEEE Trans Autom. Sci. Eng., 2018

Analysis and Observations From the First Amazon Picking Challenge.
IEEE Trans Autom. Sci. Eng., 2018

Unsupervised early prediction of human reaching for human-robot collaboration in shared workspaces.
Auton. Robots, 2018

Learning Constraints from Demonstrations.
Proceedings of the Algorithmic Foundations of Robotics XIII, 2018

Motion Planning for Manipulators in Unknown Environments with Contact Sensing Uncertainty.
Proceedings of the 2018 International Symposium on Experimental Robotics, 2018

Accounting for Directional Rigidity and Constraints in Control for Manipulation of Deformable Objects without Physical Simulation.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Humanoid Navigation Planning in Large Unstructured Environments Using Traversability - Based Segmentation.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

2017
Team WPI-CMU: Achieving Reliable Humanoid Behavior in the DARPA Robotics Challenge.
J. Field Robotics, 2017

A Kinodynamic Aggressive Trajectory Planner For Narrow Passages.
CoRR, 2017

Interleaving Planning and Control for Deformable Object Manipulation.
Proceedings of the Robotics Research, The 18th International Symposium, 2017

A framework for robot-assisted doffing of personal protective equipment.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Humanoid navigation in uneven terrain using learned estimates of traversability.
Proceedings of the 17th IEEE-RAS International Conference on Humanoid Robotics, 2017

SLHAP: Simultaneous Learning of Hierarchy and Primitives.
Proceedings of the Companion of the 2017 ACM/IEEE International Conference on Human-Robot Interaction, 2017

2016
Goal Set Inverse Optimal Control and Iterative Replanning for Predicting Human Reaching Motions in Shared Workspaces.
IEEE Trans. Robotics, 2016

From Autonomy to Cooperative Traded Control of Humanoid Manipulation Tasks with Unreliable Communication - Applications to the Valve-turning Task of the DARPA Robotics Challenge and Lessons Learned.
J. Intell. Robotic Syst., 2016

Goal Set Inverse Optimal Control and Iterative Re-planning for Predicting Human Reaching Motions in Shared Workspaces.
CoRR, 2016

Lessons from the Amazon Picking Challenge.
CoRR, 2016

Planning and Resilient Execution of Policies For Manipulation in Contact with Actuation Uncertainty.
Proceedings of the Algorithmic Foundations of Robotics XII, 2016

Bandit-Based Model Selection for Deformable Object Manipulation.
Proceedings of the Algorithmic Foundations of Robotics XII, 2016

Learning Object Orientation Constraints and Guiding Constraints for Narrow Passages from One Demonstration.
Proceedings of the International Symposium on Experimental Robotics, 2016

Improving Soft Pneumatic Actuator fingers through integration of soft sensors, position and force control, and rigid fingernails.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Considering avoidance and consistency in motion planning for human-robot manipulation in a shared workspace.
Proceedings of the 2016 IEEE International Conference on Robotics and Automation, 2016

Integrated affordance detection and humanoid locomotion planning.
Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016

Using previous experience for humanoid navigation planning.
Proceedings of the 16th IEEE-RAS International Conference on Humanoid Robots, 2016

2015
Mobile Manipulation: Toward Smart Manufacturing [TC Spotlight].
IEEE Robotics Autom. Mag., 2015

Reproducing Expert-Like Motion in Deformable Environments Using Active Learning and IOC.
Proceedings of the Robotics Research, 2015

A framework for unsupervised online human reaching motion recognition and early prediction.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

An online method for tight-tolerance insertion tasks for string and rope.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015

Predicting human reaching motion in collaborative tasks using Inverse Optimal Control and iterative re-planning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2015


2014
Toward a user-guided manipulation framework for high-DOF robots with limited communication.
Intell. Serv. Robotics, 2014

From autonomy to cooperative traded control of humanoid manipulation tasks with unreliable communication: System design and lessons learned.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

A representation of deformable objects for motion planning with no physical simulation.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

DARPA Robotics Challenge: Towards a user-guided manipulation framework for high-DOF robots.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Learning Cost Functions for Motion Planning of Human-Robot Collaborative Manipulation Tasks from Human-Human Demonstration.
Proceedings of the 2014 AAAI Fall Symposia, Arlington, Virginia, USA, November 13-15, 2014, 2014

2013
Robot-Guided Open-Loop Insertion of Skew-Line Needle Arrangements for High Dose Rate Brachytherapy.
IEEE Trans Autom. Sci. Eng., 2013

Toward a user-guided manipulation framework for high-DOF robots with limited communication.
Proceedings of the 2013 IEEE Conference on Technologies for Practical Robot Applications, 2013

Human-robot collaborative manipulation planning using early prediction of human motion.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Manipulation of deformable objects without modeling and simulating deformation.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

2012
Herb 2.0: Lessons Learned From Developing a Mobile Manipulator for the Home.
Proc. IEEE, 2012

A Constraint-Aware Motion Planning Algorithm for Robotic Folding of Clothes.
Proceedings of the Experimental Robotics, 2012

Toward cloud-based grasping with uncertainty in shape: Estimating lower bounds on achieving force closure with zero-slip push grasps.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Constellation - An algorithm for finding robot configurations that satisfy multiple constraints.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

A robot path planning framework that learns from experience.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Estimating part tolerance bounds based on adaptive Cloud-based grasp planning with slip.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

Initial experiments toward automated robotic implantation of skew-line needle arrangements for HDR brachytherapy.
Proceedings of the 2012 IEEE International Conference on Automation Science and Engineering, 2012

2011
Constrained Manipulation Planning.
PhD thesis, 2011

Task Space Regions: A framework for pose-constrained manipulation planning.
Int. J. Robotics Res., 2011

Addressing cost-space chasms in manipulation planning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

2010
HERB: a home exploring robotic butler.
Auton. Robots, 2010

People helping robots helping people: Crowdsourcing for grasping novel objects.
Proceedings of the 2010 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2010

Probabilistically complete planning with end-effector pose constraints.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

2009
Humanoid motion planning for dual-arm manipulation and re-grasping tasks.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Addressing pose uncertainty in manipulation planning using Task Space Regions.
Proceedings of the 2009 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2009

Object recognition and full pose registration from a single image for robotic manipulation.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Manipulation planning on constraint manifolds.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Manipulation planning with Workspace Goal Regions.
Proceedings of the 2009 IEEE International Conference on Robotics and Automation, 2009

Pose-constrained whole-body planning using Task Space Region Chains.
Proceedings of the 9th IEEE-RAS International Conference on Humanoid Robots, 2009

2008
An optimization approach to planning for mobile manipulation.
Proceedings of the 2008 IEEE International Conference on Robotics and Automation, 2008

Grasp synthesis in cluttered environments for dexterous hands.
Proceedings of the 8th IEEE-RAS International Conference on Humanoid Robots, 2008

2007
Grasp planning in complex scenes.
Proceedings of the 2007 7th IEEE-RAS International Conference on Humanoid Robots, November 29th, 2007

2005
Hardware Evolution of Analog Circuits for In-situ Robotic Fault-Recovery.
Proceedings of the 2005 NASA / DoD Conference on Evolvable Hardware (EH 2005), 29 June, 2005


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