Distributed reinforcement learning scheme for environmentally adaptive IoT network selection

نویسندگان
چکیده

برای دانلود رایگان متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

A Distributed Reinforcement Learning Scheme for Network Routing

In this paper we describe a self-adjusting algorithm for packet routing, in which a reinforcement learning module is embedded into each node of a switching network. Only local communication is used to keep accurate statistics at each node on which routing policies lead to minimal delivery times. In simple experiments involving a 36-node, irregularly connected network, this learning approach pro...

متن کامل

Distributed reinforcement learning for adaptive and robust network intrusion response

Taylor & Francis makes every effort to ensure the accuracy of all the information (the “Content”) contained in the publications on our platform. However, Taylor & Francis, our agents, and our licensors make no representations or warranties whatsoever as to the accuracy, completeness, or suitability for any purpose of the Content. Any opinions and views expressed in this publication are the opin...

متن کامل

Distributed reinforcement learning for network intrusion response

The increasing adoption of technologies and the exponential growth of networks has made the area of information technology an integral part of our lives, where network security plays a vital role. One of the most serious threats in the current Internet is posed by distributed denial of service (DDoS) attacks, which target the availability of the victim system. Such an attack is designed to exha...

متن کامل

A Distributed Reinforcement Learning Scheme for Network Markov Games as a Framework for Multi-agent Reinforcement Learning. 8.2 Discussion

Consider an electronic market where agents can interact and trade. The agents involved in the market are completely autonomous and act on behalf of their masters. In such a multi-agent system, where other agents may be potential partners, or competing opponents, an agent should have the ability to identify the other agents' intentions and goals and to be able to predict the others' future behav...

متن کامل

An Adaptive Learning Game for Autistic Children using Reinforcement Learning and Fuzzy Logic

This paper, presents an adapted serious game for rating social ability in children with autism spectrum disorder (ASD). The required measurements are obtained by challenges of the proposed serious game. The proposed serious game uses reinforcement learning concepts for being adaptive. It is based on fuzzy logic to evaluate the social ability level of the children with ASD. The game adapts itsel...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: Electronics Letters

سال: 2020

ISSN: 0013-5194,1350-911X

DOI: 10.1049/el.2019.3891