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Siddharth Nayak

Massachusetts Institute of Technology

10 papers hereh-index 7241 citations21 works total

Matching runs newest-first, so older work may not be attached to this profile yet.

author position
  • first author3
  • middle author5
  • last author2

Across the 10 of 10 papers where every author was matched, so the position is known.

fields
  • cs.MA4
  • cs.LG2
  • cs.AI1
  • cs.CV1
  • cs.DC1
  • cs.RO1
affiliations
  • Massachusetts Institute of Technology
Homepage
same name
  • Siddharth Nayak — 2 papers, h 1
  • Siddharth Nayak — 1 paper, h 2

Either other researchers who publish under this name, or the same person where the external sources have not merged their records.

identity via Semantic Scholar / OpenAlex

activity
20202026
most citedA Generalized Reinforcement Learning Algorithm for Online 3D Bin-Packing

7 citations · 19 across the 8 of their papers we have counts for

collaborators
Showing 2020Show all

2 papers · 1 filter

cs.CV2020

Reinforcement Learning for Improving Object Detection

Siddharth Nayak, Balaraman Ravindran

The performance of a trained object detection neural network depends a lot on the image quality. Generally, images are pre-processed before feeding them into the neural network and…

cs.AI2020★ 7 cited

A Generalized Reinforcement Learning Algorithm for Online 3D Bin-Packing

Richa Verma, Aniruddha Singhal, Harshad Khadilkar +5

We propose a Deep Reinforcement Learning (Deep RL) algorithm for solving the online 3D bin packing problem for an arbitrary number of bins and any bin size. The focus is on produci…

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Not affiliated with arXiv. Researcher data from Semantic Scholar (ODC-BY) and OpenAlex.