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Siddharth Nayak

About Siddharth Nayak

Siddharth Nayak, With an exceptional h-index of 3 and a recent h-index of 3 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of reinforcement learning, robotics, autonomous control.

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

Satellite Navigation and Coordination with Limited Information Sharing

Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation

Learning-based Scheduling

NICE: Robust Scheduling through Reinforcement Learning-Guided Integer Programming

A generalized reinforcement learning algorithm for online 3d bin-packing

Reinforcement learning for improving object detection

Siddharth Nayak Information

University

Position

___

Citations(all)

51

Citations(since 2020)

51

Cited By

0

hIndex(all)

3

hIndex(since 2020)

3

i10Index(all)

1

i10Index(since 2020)

1

Email

University Profile Page

Google Scholar

Siddharth Nayak Skills & Research Interests

reinforcement learning

robotics

autonomous control

Top articles of Siddharth Nayak

Satellite Navigation and Coordination with Limited Information Sharing

Proceedings of The 5th Annual Learning for Dynamics and Control Conference

2023/6/15

Siddharth Nayak
Siddharth Nayak

H-Index: 0

Hamsa Balakrishnan
Hamsa Balakrishnan

H-Index: 22

Scalable Multi-Agent Reinforcement Learning through Intelligent Information Aggregation

2023

Siddharth Nayak
Siddharth Nayak

H-Index: 0

Kenneth Choi
Kenneth Choi

H-Index: 1

Karthik Gopalakrishnan
Karthik Gopalakrishnan

H-Index: 2

Hamsa Balakrishnan
Hamsa Balakrishnan

H-Index: 22

Learning-based Scheduling

2022

NICE: Robust Scheduling through Reinforcement Learning-Guided Integer Programming

2021/9/24

Siddharth Nayak
Siddharth Nayak

H-Index: 0

Hamsa Balakrishnan
Hamsa Balakrishnan

H-Index: 22

A generalized reinforcement learning algorithm for online 3d bin-packing

2020/7/1

Richa Verma
Richa Verma

H-Index: 9

Siddharth Nayak
Siddharth Nayak

H-Index: 0

Swagat Kumar
Swagat Kumar

H-Index: 14

Rajesh Sinha
Rajesh Sinha

H-Index: 6

Reinforcement learning for improving object detection

2020

Siddharth Nayak
Siddharth Nayak

H-Index: 0

Balaraman Ravindran
Balaraman Ravindran

H-Index: 25

See List of Professors in Siddharth Nayak University(Massachusetts Institute of Technology)

Co-Authors

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