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researcher

Siddharth Nayak

2 papers here

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

author position
  • first author1
  • middle author1

Across the 2 of 2 papers where every author was matched, so the position is known.

fields
  • cs.AI1
  • cs.CV1

identity via Semantic Scholar / OpenAlex

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

7 citations · 7 across the 1 of their papers we have counts for

collaborators

2 papers

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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