Skip to Main Content
Artificial Intelligent Techniques for Wireless Communication and Networking
book

Artificial Intelligent Techniques for Wireless Communication and Networking

by R. Kanthavel, K. Anathajothi, S. Balamurugan, R. Karthik Ganesh
March 2022
Intermediate to advanced content levelIntermediate to advanced
384 pages
9h 32m
English
Wiley-Scrivener
Content preview from Artificial Intelligent Techniques for Wireless Communication and Networking

4An Empirical Study of Crop Yield Prediction Using Reinforcement Learning

M. P. Vaishnnave1* and R. Manivannan2

1 Dept of IT, University College of Engineering Villupuram,Villpuram, India

2 Dept of CSE, Meenakshi Ramaswamy Engineering College, Ariyalur, India

Abstract

In the world economy, agriculture plays a vital role. Stresses on the agriculture system will increase as the human population continues to expand. With the advancement of modern research fields, agritechnology and accurate farming, which are also referred to as digital agriculture, employ data-intensive approaches to stimulate agricultural production, minimizing its environmental impact. Reinforcement Learning (RL) has grown with large data technologies and high-performance computing to build new possibilities to activate, calculate and recognize. In the agricultural crop forecast, we will present a comprehensive review. There are also several related papers which highlight the main features of popular RL models.

Keywords: Agriculture, crop prediction, deep learning, machine learning, reinforcement learning

4.1 Introduction

The science of training machines is commonly used, and not for anything to learn and create models for future predictions. In the global economy, farming plays a crucial role. As the human population continues to develop, recognizing global crop yields is central to addressing the challenges of food security and reducing the impacts of climate change. A significant agricultural issue is ...

Become an O’Reilly member and get unlimited access to this title plus top books and audiobooks from O’Reilly and nearly 200 top publishers, thousands of courses curated by job role, 150+ live events each month,
and much more.
Start your free trial

You might also like

Intelligent IoT for the Digital World

Intelligent IoT for the Digital World

Yang Yang, Xu Chen, Rui Tan, Yong Xiao
5G for the Connected World

5G for the Connected World

Devaki Chandramouli, Rainer Liebhart, Juho Pirskanen
Architecting the Industrial Internet

Architecting the Industrial Internet

Robert Stackowiak, Carla Romano, Shyam Varan Nath

Publisher Resources

ISBN: 9781119821274Purchase Link