Rajat Talak

Rajat Talak

Massachusetts Institute of Technology

H-index: 15

North America-United States

About Rajat Talak

Rajat Talak, With an exceptional h-index of 15 and a recent h-index of 15 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Spatial Robot Perception, Safe Perception, Networked Autonomy.

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

Safe Distributed Control of Multi-Robot Systems with Communication Delays

PyPose: A Library for Robot Learning with Physics-based Optimization

Foundations of Spatial Perception for Robotics: Hierarchical Representations and Real-Time Systems

A Correct-and-Certify Approach to Self-Supervise Object Pose Estimators via Ensemble Self-Training

Certifiable 3D Object Pose Estimation: Foundations, Learning Models, and Self-Training

Leveraging Large Language Models for Robot 3D Scene Understanding

Information Freshness in Multihop Wireless Networks

Extracting Zero-Shot Common Sense from Large Language Models for Robot 3D Scene Understanding

Rajat Talak Information

University

Position

Postdoctoral Associate SPARKlab

Citations(all)

1382

Citations(since 2020)

1313

Cited By

609

hIndex(all)

15

hIndex(since 2020)

15

i10Index(all)

20

i10Index(since 2020)

18

Email

University Profile Page

Massachusetts Institute of Technology

Google Scholar

View Google Scholar Profile

Rajat Talak Skills & Research Interests

Spatial Robot Perception

Safe Perception

Networked Autonomy

Top articles of Rajat Talak

Title

Journal

Author(s)

Publication Date

Safe Distributed Control of Multi-Robot Systems with Communication Delays

arXiv preprint arXiv:2402.09382

Luca Ballotta

Rajat Talak

2024/2/14

PyPose: A Library for Robot Learning with Physics-based Optimization

Chen Wang

Dasong Gao

Kuan Xu

Junyi Geng

Yaoyu Hu

...

2023

Foundations of Spatial Perception for Robotics: Hierarchical Representations and Real-Time Systems

The International Journal of Robotics Research

Nathan Hughes

Yun Chang

Siyi Hu

Rajat Talak

Rumaia Abdulhai

...

2024

A Correct-and-Certify Approach to Self-Supervise Object Pose Estimators via Ensemble Self-Training

arXiv preprint arXiv:2302.06019

Jingnan Shi

Rajat Talak

Dominic Maggio

Luca Carlone

2023/2/12

Certifiable 3D Object Pose Estimation: Foundations, Learning Models, and Self-Training

arXiv preprint arXiv:2206.11215

Rajat Talak

Lisa Peng

Luca Carlone

2023/1/24

Leveraging Large Language Models for Robot 3D Scene Understanding

arXiv preprint arXiv:2209.05629

William Chen

Siyi Hu

Rajat Talak

Luca Carlone

2022/9/12

Information Freshness in Multihop Wireless Networks

IEEE/ACM Transactions on Networking

Vishrant Tripathi

Rajat Talak

Eytan Modiano

2022/8/30

Extracting Zero-Shot Common Sense from Large Language Models for Robot 3D Scene Understanding

arXiv preprint arXiv:2206.04585

William Chen

Siyi Hu

Rajat Talak

Luca Carlone

2022/6/9

Visual Navigation for Autonomous Vehicles: An Open-source Hands-on Robotics Course at MIT

Luca Carlone

Kasra Khosoussi

Vasileios Tzoumas

Golnaz Habibi

Markus Ryll

...

2022/3/26

Neural Trees for Learning on Graphs

Advances in Neural Information Processing Systems

Rajat Talak

Siyi Hu

Lisa Peng

Luca Carlone

2021/12/6

Improving Age of Information in Wireless Networks with Perfect Channel State Information

IEEE/ACM Transactions on Networking

Rajat Talak

Sertac Karaman

Eytan Modiano

2020/6/5

Information Exchange and Robust Learning Algorithms for Networked Autonomy

Rajat Talak

2020

See List of Professors in Rajat Talak University(Massachusetts Institute of Technology)

Co-Authors

H-index: 72
Eytan Modiano

Eytan Modiano

Massachusetts Institute of Technology

H-index: 59
Sertac Karaman

Sertac Karaman

Massachusetts Institute of Technology

H-index: 51
Alexandre Proutiere

Alexandre Proutiere

Kungliga Tekniska högskolan

H-index: 50
Luca Carlone

Luca Carlone

Massachusetts Institute of Technology

H-index: 38
Neelesh B. Mehta

Neelesh B. Mehta

Indian Institute of Science

H-index: 31
Yin Sun

Yin Sun

Auburn University

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