activity
20172023
most citedA Generalized Reinforcement Learning Algorithm for Online 3D Bin-Packing

7 citations · 7 across the 4 of their papers we have counts for

collaborators

5 papers

cs.RO2023

Domain-Independent Disperse and Pick method for Robotic Grasping

Prem Raj, Aniruddha Singhal, Vipul Sanap +2

Picking unseen objects from clutter is a difficult problem because of the variability in objects (shape, size, and material) and occlusion due to clutter. As a result, it becomes d…

cs.RO2021

A generalized algorithm and framework for online 3-dimensional bin packing in an automated sorting center

Ankush Ojha, Marichi Agarwal, Aniruddha Singhal +3

Online 3-dimensional bin packing problem (O3D-BPP) is getting renewed prominence due to the industrial automation brought by Industry 4.0. However, due to limited attention in the…

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…

cs.RO2017

Managing a Fleet of Autonomous Mobile Robots (AMR) using Cloud Robotics Platform

Aniruddha Singhal, Nishant Kejriwal, Prasun Pallav +3

In this paper, we provide details of implementing a system for managing a fleet of autonomous mobile robots (AMR) operating in a factory or a warehouse premise. While the robots ar…

cs.RO2017

Design and Development of an automated Robotic Pick & Stow System for an e-Commerce Warehouse

Swagat Kumar, Anima Majumder, Samrat Dutta +9

In this paper, we provide details of a robotic system that can automate the task of picking and stowing objects from and to a rack in an e-commerce fulfillment warehouse. The syste…