Robert Platt Jr.

Affiliations:
  • Northeastern University, College of Computer and Information Science, Boston, MA, USA
  • University at Buffalo, Department of Computer Science and Engineering, NY, USa
  • Massachusetts Institute of Technology, CSAIL, Cambridge, MA, USA
  • University of Massachusetts Amherst, MA, USA


According to our database1, Robert Platt Jr. authored at least 109 papers between 2002 and 2024.

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

Timeline

Legend:

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Online presence:

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Bibliography

2024
Noise2Noise Denoising of CRISM Hyperspectral Data.
CoRR, 2024

Fourier Transporter: Bi-Equivariant Robotic Manipulation in 3D.
CoRR, 2024

2023
On robot grasp learning using equivariant models.
Auton. Robots, December, 2023

Grasp Learning: Models, Methods, and Performance.
Annu. Rev. Control. Robotics Auton. Syst., May, 2023

Symmetric Models for Visual Force Policy Learning.
CoRR, 2023

Leveraging Symmetries in Pick and Place.
CoRR, 2023

A General Theory of Correct, Incorrect, and Extrinsic Equivariance.
CoRR, 2023

A General Theory of Correct, Incorrect, and Extrinsic Equivariance.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

SEIL: Simulation-augmented Equivariant Imitation Learning.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Edge Grasp Network: A Graph-Based SE(3)-invariant Approach to Grasp Detection.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Image to Sphere: Learning Equivariant Features for Efficient Pose Prediction.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

The Surprising Effectiveness of Equivariant Models in Domains with Latent Symmetry.
Proceedings of the Eleventh International Conference on Learning Representations, 2023

Equivariant Reinforcement Learning under Partial Observability.
Proceedings of the Conference on Robot Learning, 2023

One-shot Imitation Learning via Interaction Warping.
Proceedings of the Conference on Robot Learning, 2023

2022
I2I: Image to Icosahedral Projection for SO(3) Object Reasoning from Single-View Images.
CoRR, 2022

Deep Transformer Q-Networks for Partially Observable Reinforcement Learning.
CoRR, 2022

Binding Actions to Objects in World Models.
CoRR, 2022

On-Robot Policy Learning with O(2)-Equivariant SAC.
CoRR, 2022

SO(2)-Equivariant Reinforcement Learning.
CoRR, 2022

Factored World Models for Zero-Shot Generalization in Robotic Manipulation.
CoRR, 2022

Hierarchical Reinforcement Learning Under Mixed Observability.
Proceedings of the Algorithmic Foundations of Robotics XV, 2022

Sample Efficient Grasp Learning Using Equivariant Models.
Proceedings of the Robotics: Science and Systems XVIII, New York City, NY, USA, June 27, 2022

Equivariant Transporter Network.
Proceedings of the Robotics: Science and Systems XVIII, New York City, NY, USA, June 27, 2022

Image to Icosahedral Projection for SO(3) Object Reasoning from Single-View Images.
Proceedings of the NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2022

Visual Foresight with a Local Dynamics Model.
Proceedings of the Robotics Research, 2022

BulletArm: An Open-Source Robotic Manipulation Benchmark and Learning Framework.
Proceedings of the Robotics Research, 2022

Graph-Structured Policy Learning for Multi-Goal Manipulation Tasks.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2022

$\mathrm{SO}(2)$-Equivariant Reinforcement Learning.
Proceedings of the Tenth International Conference on Learning Representations, 2022

On-Robot Learning With Equivariant Models.
Proceedings of the Conference on Robot Learning, 2022

Leveraging Fully Observable Policies for Learning under Partial Observability.
Proceedings of the Conference on Robot Learning, 2022

Tactile Pose Estimation and Policy Learning for Unknown Object Manipulation.
Proceedings of the 21st International Conference on Autonomous Agents and Multiagent Systems, 2022

2021
Robotic Hands, Grasping, And Manipulation [TC Spotlight].
IEEE Robotics Autom. Mag., 2021

Robotic Pick-and-Place With Uncertain Object Instance Segmentation and Shape Completion.
IEEE Robotics Autom. Lett., 2021

Design guidelines for human-robot interaction with assistive robot manipulation systems.
Paladyn J. Behav. Robotics, 2021

Efficient and Accurate Candidate Generation for Grasp Pose Detection in SE(3).
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Policy Learning for Visually Conditioned Tactile Manipulation.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

Equivariant Q Learning in Spatial Action Spaces.
Proceedings of the Conference on Robot Learning, 8-11 November 2021, London, UK., 2021

Action Priors for Large Action Spaces in Robotics.
Proceedings of the AAMAS '21: 20th International Conference on Autonomous Agents and Multiagent Systems, 2021

GASCN: Graph Attention Shape Completion Network.
Proceedings of the International Conference on 3D Vision, 2021

2020
Learning Manipulation Skills via Hierarchical Spatial Attention.
IEEE Trans. Robotics, 2020

Pick-Place With Uncertain Object Instance Segmentation and Shape Completion.
CoRR, 2020

Learning discrete state abstractions with deep variational inference.
CoRR, 2020

Learning Visual Servo Policies via Planner Cloning.
Proceedings of the Experimental Robotics - The 17th International Symposium, 2020

Learning Bayes Filter Models for Tactile Localization.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020

Policy learning in SE(3) action spaces.
Proceedings of the 4th Conference on Robot Learning, 2020

Belief-Grounded Networks for Accelerated Robot Learning under Partial Observability.
Proceedings of the 4th Conference on Robot Learning, 2020

2019
Towards Assistive Robotic Pick and Place in Open World Environments.
Proceedings of the Robotics Research, 2019

Learning Multi-Level Hierarchies with Hindsight.
Proceedings of the 7th International Conference on Learning Representations, 2019

Online Abstraction with MDP Homomorphisms for Deep Learning.
Proceedings of the 18th International Conference on Autonomous Agents and MultiAgent Systems, 2019

Deictic Image Mapping: An Abstraction for Learning Pose Invariant Manipulation Policies.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

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

A Scooter-Mounted Robot Arm to Assist with Activities of Daily Life.
CoRR, 2018

Adapting control policies from simulation to reality using a pairwise loss.
CoRR, 2018

Deictic Image Maps: An Abstraction For Learning Pose Invariant Manipulation Policies.
CoRR, 2018

Adapting Control Policies from Simulation to Reality Using a Pairwise Loss.
Proceedings of the 2018 International Symposium on Experimental Robotics, 2018

Recursive Spoken Instruction-Based One-Shot Object and Action Learning.
Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence, 2018

Pick and Place Without Geometric Object Models.
Proceedings of the 2018 IEEE International Conference on Robotics and Automation, 2018

Learning 6-DoF Grasping and Pick-Place Using Attention Focus.
Proceedings of the 2nd Annual Conference on Robot Learning, 2018

2017
Grasp Pose Detection in Point Clouds.
Int. J. Robotics Res., 2017

Hierarchical Actor-Critic.
CoRR, 2017

Learning a visuomotor controller for real world robotic grasping using easily simulated depth images.
CoRR, 2017

Category Level Pick and Place Using Deep Reinforcement Learning.
CoRR, 2017

Viewpoint selection for grasp detection.
Proceedings of the 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2017

Open world assistive grasping using laser selection.
Proceedings of the 2017 IEEE International Conference on Robotics and Automation, 2017

Learning a visuomotor controller for real world robotic grasping using simulated depth images.
Proceedings of the 1st Annual Conference on Robot Learning, CoRL 2017, Mountain View, 2017

Spoken Instruction-Based One-Shot Object and Action Learning in a Cognitive Robotic Architecture.
Proceedings of the 16th Conference on Autonomous Agents and MultiAgent Systems, 2017

2016
Sequential View Grasp Detection For Inexpensive Robotic Arms.
CoRR, 2016

High precision grasp pose detection in dense clutter.
Proceedings of the 2016 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2016

2015
Valkyrie: NASA's First Bipedal Humanoid Robot.
J. Field Robotics, 2015

Multimodal Manipulation Under Uncertainty (Dagstuhl Seminar 15411).
Dagstuhl Reports, 2015

Localizing antipodal grasps in point clouds.
CoRR, 2015

Using Geometry to Detect Grasp Poses in 3D Point Clouds.
Proceedings of the Robotics Research, 2015

The Baxter Easyhand: A robot hand that costs $150 US in parts.
Proceedings of the 2015 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2015

An arm for a leg: Adapting a robotic arm for gait rehabilitation.
Proceedings of the 37th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2015

2014
Localizing Handle-Like Grasp Affordances in 3D Point Clouds.
Proceedings of the Experimental Robotics, 2014

Localization and manipulation of small parts using GelSight tactile sensing.
Proceedings of the 2014 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2014

2013
Decoupled torque control of tendon-driven fingers with tension management.
Int. J. Robotics Res., 2013

Localizing Grasp Affordances in 3-D Points Clouds Using Taubin Quadric Fitting.
CoRR, 2013

Voxel planes: Rapid visualization and meshification of point cloud ensembles.
Proceedings of the 2013 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2013

Optimal sampling-based planning for linear-quadratic kinodynamic systems.
Proceedings of the 2013 IEEE International Conference on Robotics and Automation, 2013

2012
Convex Receding Horizon Control in Non-Gaussian Belief Space.
Proceedings of the Algorithmic Foundations of Robotics X, 2012

Non-Gaussian belief space planning: Correctness and complexity.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

LQR-RRT*: Optimal sampling-based motion planning with automatically derived extension heuristics.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

Position control of tendon-driven fingers with position controlled actuators.
Proceedings of the IEEE International Conference on Robotics and Automation, 2012

2011
Using Bayesian Filtering to Localize Flexible Materials During Manipulation.
IEEE Trans. Robotics, 2011

Efficient Planning in Non-Gaussian Belief Spaces and Its Application to Robot Grasping.
Proceedings of the Robotics Research, 2011

Using prioritized relaxations to locate objects in points clouds for manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

A miniature load cell suitable for mounting on the phalanges of human-sized robot fingers.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011

Multiple-priority impedance control.
Proceedings of the IEEE International Conference on Robotics and Automation, 2011


2010
Null-Space Grasp Control: Theory and Experiments.
IEEE Trans. Robotics, 2010

Belief space planning assuming maximum likelihood observations.
Proceedings of the Robotics: Science and Systems VI, 2010

Multi-Priority Cartesian Impedance Control.
Proceedings of the Robotics: Science and Systems VI, 2010

A measurement model for tracking hand-object state during dexterous manipulation.
Proceedings of the IEEE International Conference on Robotics and Automation, 2010

Object impedance control using a closed-chain task definition.
Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, 2010

Applied joint-space torque and stiffness control of tendon-driven fingers.
Proceedings of the 10th IEEE-RAS International Conference on Humanoid Robots, 2010

2007
Learning grasp strategies composed of contact relative motions.
Proceedings of the 2007 7th IEEE-RAS International Conference on Humanoid Robots, November 29th, 2007

2006
Learning Grasp Context Distinctions that Generalize.
Proceedings of the 2006 6th IEEE-RAS International Conference on Humanoid Robots, 2006

Humanoid Mobile Manipulation Using Controller Refinement.
Proceedings of the 2006 6th IEEE-RAS International Conference on Humanoid Robots, 2006

2005
A Framework for Learning and Control in Intelligent Humanoid Robots.
Int. J. Humanoid Robotics, 2005

Re-using schematic grasping policies.
Proceedings of the 5th IEEE-RAS International Conference on Humanoid Robots, 2005

Remote Supervisory Control of a Humanoid Robot.
Proceedings of the Proceedings, 2005

2004
Coarticulation in Markov Decision Processes.
Proceedings of the Advances in Neural Information Processing Systems 17 [Neural Information Processing Systems, 2004

Manipulation Gaits: Sequences of Grasp Control Tasks.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004

Tactile Gloves for Autonomous Grasping with the NASA/DARPA Robonaut.
Proceedings of the 2004 IEEE International Conference on Robotics and Automation, 2004


2003
Extending fingertip grasping to whole body grasping.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

Evolution of the NASA/DARPA robonaut control system.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003

2002
Nullspace composition of control laws for grasping.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, Lausanne, Switzerland, September 30, 2002


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