Ben Eisner

Ben Eisner

Carnegie Mellon University

H-index: 8

North America-United States

About Ben Eisner

Ben Eisner, With an exceptional h-index of 8 and a recent h-index of 8 (since 2020), a distinguished researcher at Carnegie Mellon University, specializes in the field of Deep Learning, Machine Learning, Artificial Intelligence, Robotics.

His recent articles reflect a diverse array of research interests and contributions to the field:

Deep SE (3)-Equivariant Geometric Reasoning for Precise Placement Tasks

On Time-Indexing as Inductive Bias in Deep RL for Sequential Manipulation Tasks

Apparatus for Q-learning for continuous actions with cross-entropy guided policies and method thereof

Flowbot++: Learning generalized articulated objects manipulation via articulation projection

Tax-pose: Task-specific cross-pose estimation for robot manipulation

Self-supervised transparent liquid segmentation for robotic pouring

Flowbot3d: Learning 3d articulation flow to manipulate articulated objects

Mobility for Who? Rebuilding Bridges to Transportation Justice

Ben Eisner Information

University

Position

ML/Robotics Researcher PhD Student at

Citations(all)

476

Citations(since 2020)

395

Cited By

191

hIndex(all)

8

hIndex(since 2020)

8

i10Index(all)

6

i10Index(since 2020)

6

Email

University Profile Page

Google Scholar

Ben Eisner Skills & Research Interests

Deep Learning

Machine Learning

Artificial Intelligence

Robotics

Top articles of Ben Eisner

Deep SE (3)-Equivariant Geometric Reasoning for Precise Placement Tasks

arXiv preprint arXiv:2404.13478

2024/4/20

On Time-Indexing as Inductive Bias in Deep RL for Sequential Manipulation Tasks

arXiv e-prints

2024/1

Ben Eisner
Ben Eisner

H-Index: 3

David Held
David Held

H-Index: 18

Apparatus for Q-learning for continuous actions with cross-entropy guided policies and method thereof

2023/7/25

Flowbot++: Learning generalized articulated objects manipulation via articulation projection

arXiv preprint arXiv:2306.12893

2023/6/22

Tax-pose: Task-specific cross-pose estimation for robot manipulation

2023/3/6

Self-supervised transparent liquid segmentation for robotic pouring

2022/5/23

Flowbot3d: Learning 3d articulation flow to manipulate articulated objects

arXiv preprint arXiv:2205.04382

2022/5/9

Mobility for Who? Rebuilding Bridges to Transportation Justice

2022/2

Ben Eisner
Ben Eisner

H-Index: 3

Deep Sequenced Linear Dynamical Systems for Manipulation Policy Learning

2022/4/27

Ben Eisner
Ben Eisner

H-Index: 3

David Held
David Held

H-Index: 18

Method and apparatus for estimating tool trajectories

2021/11/9

Robotic grasping through combined image-based grasp proposal and 3d reconstruction

2021/5/30

See List of Professors in Ben Eisner University(Carnegie Mellon University)

Co-Authors

academic-engine