Retail

Author : Shubha Manikarnike Submitted on : 5 Dec 2020 Abstract – This paper is a review of the paper “Reinforcement Learning for Supply Chain Optimization” (https://www.researchgate.net/publication/328676423_Reinforcement_learning_for_supply_chain_optimization) and helps us understand how to model the supply chain environment as a Reinforcement Learning problem and how to model the DDPG algorithm can be used to successfully […]

Introduction Moving up the value chain CellStrat would like to encourage discussions and webinars focusing on the application of AI in Real Life problem-solving. A beginning has already been made and this is another step in that direction. The use of Deep Learning and Reinforcement Learning to solve a complex Strategic Negotiation is a very […]

#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #WhereLearningNeverStops Recently, our AI Lab Researcher Gouthaman Asokan presented an amazing session on Relational Graphical Convolutional Networks (Relational GCN). These are particularly useful for mining heterogeneous groups. Table of Contents :- GCN HOMOGENEOUS AND HETEROGENEOUS GRAPHS KEY IDEAS OF RELATIONAL GCN FINDING PAGERANK USING MESSAGE PASSING BUILDING A RELATIONAL GCN FOR THE […]

#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #WhereLearningNeverStops Last Saturday, our AI Lab Researcher Niraj Kale presented an excellent session on OpenPose, an algorithm to efficiently detect the 2D pose of multiple people in an image. Pose skeleton represents orientation of a person in graphical format. Each coordinate in the skeleton is known as keypoint. A valid connection between […]

#CellStratAILab #disrupt4.0 #WeCreateAISuperstars #AlwaysUpskilling Minutes from Saturday 28th March 2020 AI Lab Meetup :- Last Saturday CellStrat AI Lab Researcher Darshan C G (Project Assistant, Dept. of Electronics Systems Engineering, IISc, Bengaluru) presented a superb session on Deep Learning Inference Accelerators. A Deep Neural Network (DNN) for image classification looks like this :- Inference Accelerators […]

AI enabled Cashier-less shopping was demonstrated by CellStrat AI Lab members – Abdul Azeez, Bhavesh Laddagiri & Shreeyash Pawar, through their product SenseCart. Abstract How many times have you gone to your favorite retail store and didn’t make a purchase because of the long checkout queue? As a store owner, aren’t you bothered by inefficiencies in […]

Demand Forecasting model was demonstrated by CellStrat AI Lab members Shreyas S.K., Natarajan Lalgudi, Anupam Ranjan & Dr. Purnendu Sekhar Das in CellStrat AI Conclave on 8th. February’20 in Bangalore. Demand Forecasting is the activity of estimating the quantity of a product or service the consumer may purchase. The retail industry has been facing challenges […]