Alberto Rodriguez

Orcid: 0000-0002-1119-4512

Affiliations:
  • Massachusetts Institute of Technology, Department of Mechanical Engineering, Cambridge, MA, USA
  • Carnegie Mellon University, The Robotics Institute, Pittsburgh, PA, USA (PhD 2013)


According to our database1, Alberto Rodriguez authored at least 108 papers between 2008 and 2024.

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Bibliography

2024
Robust planning for multi-stage forceful manipulation.
Int. J. Robotics Res., March, 2024

TEXterity - Tactile Extrinsic deXterity: Simultaneous Tactile Estimation and Control for Extrinsic Dexterity.
CoRR, 2024

TEXterity: Tactile Extrinsic deXterity.
CoRR, 2024

2023
Tac2Pose: Tactile object pose estimation from the first touch.
Int. J. Robotics Res., November, 2023

Certified grasping.
Int. J. Robotics Res., April, 2023

simPLE: a visuotactile method learned in simulation to precisely pick, localize, regrasp, and place objects.
CoRR, 2023

Shelving, Stacking, Hanging: Relational Pose Diffusion for Multi-modal Rearrangement.
CoRR, 2023

Object Manipulation Through Contact Configuration Regulation: Multiple and Intermittent Contacts.
IROS, 2023

Parallel-Jaw Gripper and Grasp Co-Optimization for Sets of Planar Objects.
IROS, 2023

Simultaneous Tactile Estimation and Control of Extrinsic Contact.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

2022
Robotic pick-and-place of novel objects in clutter with multi-affordance grasping and cross-domain image matching.
Int. J. Robotics Res., 2022

Visuotactile Affordances for Cloth Manipulation with Local Control.
CoRR, 2022

SE(3)-Equivariant Relational Rearrangement with Neural Descriptor Fields.
CoRR, 2022

Shape and Motion Optimization of Rigid Planar Effectors for Contact Trajectory Satisfaction.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

A Hierarchical Framework for Long Horizon Planning of Object-Contact Trajectories.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

GelSlim 3.0: High-Resolution Measurement of Shape, Force and Slip in a Compact Tactile-Sensing Finger.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Neural Descriptor Fields: SE(3)-Equivariant Object Representations for Manipulation.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

NeRF-Supervision: Learning Dense Object Descriptors from Neural Radiance Fields.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Active Extrinsic Contact Sensing: Application to General Peg-in-Hole Insertion.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

Manipulation of unknown objects via contact configuration regulation.
Proceedings of the 2022 International Conference on Robotics and Automation, 2022

2021
The unstable queen: Uncertainty, mechanics, and tactile feedback.
Sci. Robotics, 2021

Cable manipulation with a tactile-reactive gripper.
Int. J. Robotics Res., 2021

GelSlim3.0: High-Resolution Measurement of Shape, Force and Slip in a Compact Tactile-Sensing Finger.
CoRR, 2021

RFusion: Robotic Grasping via RF-Visual Sensing and Learning.
Proceedings of the SenSys '21: The 19th ACM Conference on Embedded Networked Sensor Systems, Coimbra, Portugal, November 15, 2021

iNeRF: Inverting Neural Radiance Fields for Pose Estimation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Tactile SLAM: Real-time inference of shape and pose from planar pushing.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Extrinsic Contact Sensing with Relative-Motion Tracking from Distributed Tactile Measurements.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Planning for Multi-stage Forceful Manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Tactile-RL for Insertion: Generalization to Objects of Unknown Geometry.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

Robotic Grasping of Fully-Occluded Objects using RF Perception.
Proceedings of the IEEE International Conference on Robotics and Automation, 2021

A Differentiable Recipe for Learning Visual Non-Prehensile Planar Manipulation.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

2020
TossingBot: Learning to Throw Arbitrary Objects With Residual Physics.
IEEE Trans. Robotics, 2020

Reactive planar non-prehensile manipulation with hybrid model predictive control.
Int. J. Robotics Res., 2020

Planar in-hand manipulation via motion cones.
Int. J. Robotics Res., 2020

What are the important technologies for bin picking? Technology analysis of robots in competitions based on a set of performance metrics.
Adv. Robotics, 2020

A Global Quasi-Dynamic Model for Contact-Trajectory Optimization in Manipulation.
Proceedings of the Robotics: Science and Systems XVI, 2020

PnuGrip: An Active Two-Phase Gripper for Dexterous Manipulation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Accurate Vision-based Manipulation through Contact Reasoning.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Tactile Dexterity: Manipulation Primitives with Tactile Feedback.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Long-Horizon Prediction and Uncertainty Propagation with Residual Point Contact Learners.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Hybrid Differential Dynamic Programming for Planar Manipulation Primitives.
Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

Tactile Object Pose Estimation from the First Touch with Geometric Contact Rendering.
Proceedings of the 4th Conference on Robot Learning, 2020

A Long Horizon Planning Framework for Manipulating Rigid Pointcloud Objects.
Proceedings of the 4th Conference on Robot Learning, 2020

2019
See, feel, act: Hierarchical learning for complex manipulation skills with multisensory fusion.
Sci. Robotics, 2019

Optimal shape and motion planning for dynamic planar manipulation.
Auton. Robots, 2019

Force-and-Motion Constrained Planning for Tool Use.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Tactile-Based Insertion for Dense Box-Packing.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Omnipush: accurate, diverse, real-world dataset of pushing dynamics with RGB-D video.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

A Convex-Combinatorial Model for Planar Caging.
Proceedings of the 2019 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2019

Dense Tactile Force Estimation using GelSlim and inverse FEM.
Proceedings of the International Conference on Robotics and Automation, 2019

Maintaining Grasps within Slipping Bounds by Monitoring Incipient Slip.
Proceedings of the International Conference on Robotics and Automation, 2019

Tactile Mapping and Localization from High-Resolution Tactile Imprints.
Proceedings of the International Conference on Robotics and Automation, 2019

Combining Physical Simulators and Object-Based Networks for Control.
Proceedings of the International Conference on Robotics and Automation, 2019

Graph Element Networks: adaptive, structured computation and memory.
Proceedings of the 36th International Conference on Machine Learning, 2019

2018
Guest Editorial Open Discussion of Robot Grasping Benchmarks, Protocols, and Metrics.
IEEE Trans Autom. Sci. Eng., 2018

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

Friction Variability in Planar Pushing Data: Anisotropic Friction and Data-Collection Bias.
IEEE Robotics Autom. Lett., 2018

Modular meta-learning in abstract graph networks for combinatorial generalization.
CoRR, 2018

Maintaining Grasps within Slipping Bound by Monitoring Incipient Slip.
CoRR, 2018

Dense Tactile Force Distribution Estimation using GelSlim and inverse FEM.
CoRR, 2018

Friction Variability in Auto-collected Dataset of Planar Pushing Experiments and Anisotropic Friction.
CoRR, 2018

GP-SUM. Gaussian Process Filtering of non-Gaussian Beliefs.
Proceedings of the Algorithmic Foundations of Robotics XIII, 2018

In-Hand Manipulation via Motion Cones.
Proceedings of the Robotics: Science and Systems XIV, 2018

Learning Synergies Between Pushing and Grasping with Self-Supervised Deep Reinforcement Learning.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Realtime State Estimation with Tactile and Visual Sensing for Inserting a Suction-held Object.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Tactile Regrasp: Grasp Adjustments via Simulated Tactile Transformations.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

GelSlim: A High-Resolution, Compact, Robust, and Calibrated Tactile-sensing Finger.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Augmenting Physical Simulators with Stochastic Neural Networks: Case Study of Planar Pushing and Bouncing.
Proceedings of the 2018 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2018

Realtime State Estimation with Tactile and Visual Sensing. Application to Planar Manipulation.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Reactive Planar Manipulation with Convex Hybrid MPC.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Stable Prehensile Pushing: In-Hand Manipulation with Alternating Sticking Contacts.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

A Data-Efficient Approach to Precise and Controlled Pushing.
Proceedings of the 2nd Annual Conference on Robot Learning, 2018

Regrasping by Fixtureless Fixturing.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

Pneumatic shape-shifting fingers to reorient and grasp.
Proceedings of the 14th IEEE International Conference on Automation Science and Engineering, 2018

2017
Parameter and contact force estimation of planar rigid-bodies undergoing frictional contact.
Int. J. Robotics Res., 2017

GP-SUM. Gaussian Processes Filtering of non-Gaussian Beliefs.
CoRR, 2017

Experimental Validation of Contact Dynamicsfor In-Hand Manipulation.
CoRR, 2017

Fundamental Limitations in Performance and Interpretability of Common Planar Rigid-Body Contact Models.
Proceedings of the Robotics Research, The 18th International Symposium, 2017

Sampling-Based Planning of In-Hand Manipulation with External Pushes.
Proceedings of the Robotics Research, The 18th International Symposium, 2017

Multi-view self-supervised deep learning for 6D pose estimation in the Amazon Picking Challenge.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Empirical evaluation of common contact models for planar impact.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

A probabilistic data-driven model for planar pushing.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

The complexities of grasping in the wild.
Proceedings of the 17th IEEE-RAS International Conference on Humanoid Robotics, 2017

Learning Data-Efficient Rigid-Body Contact Models: Case Study of Planar Impact.
Proceedings of the 1st Annual Conference on Robot Learning, CoRL 2017, Mountain View, 2017

2016
A Summary of Team MIT's Approach to the Amazon Picking Challenge 2015.
CoRR, 2016

More than a Million Ways to Be Pushed: A High-Fidelity Experimental Data Set of Planar Pushing.
CoRR, 2016

Lessons from the Amazon Picking Challenge.
CoRR, 2016

Feedback Control of the Pusher-Slider System: A Story of Hybrid and Underactuated Contact Dynamics.
Proceedings of the Algorithmic Foundations of Robotics XII, 2016

Experimental Validation of Contact Dynamics for In-Hand Manipulation.
Proceedings of the International Symposium on Experimental Robotics, 2016

More than a million ways to be pushed. A high-fidelity experimental dataset of planar pushing.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

2015
Identifiability Analysis of Planar Rigid-Body Frictional Contact.
Proceedings of the Robotics Research, 2015

A novel nonlinear compliant link on simple grippers.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Shape and pose recovery from planar pushing.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

Prehensile pushing: In-hand manipulation with push-primitives.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

A two-phase gripper to reorient and grasp.
Proceedings of the IEEE International Conference on Automation Science and Engineering, 2015

2014
A data-driven statistical framework for post-grasp manipulation.
Int. J. Robotics Res., 2014

Regrasping objects using extrinsic dexterity.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

Extrinsic dexterity: In-hand manipulation with external forces.
Proceedings of the 2014 IEEE International Conference on Robotics and Automation, 2014

2013
A simple and compliant force sensing palm for the MLab Simple Hand.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

Effector form design for 1DOF planar actuation.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

2012
Path Connectivity of the Free Space.
IEEE Trans. Robotics, 2012

From caging to grasping.
Int. J. Robotics Res., 2012

Grasp invariance.
Int. J. Robotics Res., 2012

Autonomous manipulation with a general-purpose simple hand.
Int. J. Robotics Res., 2012

2011
Abort and retry in grasping.
Proceedings of the 2011 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2011

2010
Manipulation Capabilities with Simple Hands.
Proceedings of the Experimental Robotics, 2010

Failure detection in assembly: Force signature analysis.
Proceedings of the IEEE Conference on Automation Science and Engineering, 2010

2008
Two Finger Caging: Squeezing and Stretching.
Proceedings of the Algorithmic Foundation of Robotics VIII, 2008


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