Artificial intelligence : 18th Russian Conference, RCAI 2020, Moscow, Russia, October 10-16, 2020, Proceedings / Sergei O. Kuznetsov, Aleksandr I. Panov, Konstantin S. Yakovlev (eds.).

This book constitutes the proceedings of the 18th Russian Conference on Artificial Intelligence, RCAI 2020, held in Moscow, Russia, in October 2020. The 27 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 140 submissions. The conference deals with a w...

Full description

Saved in:
Bibliographic Details
Corporate Author: RCAI (Conference) Moscow, Russia)
Other Authors: Kuznetsov, Sergei O., Panov, Aleksandr I., Yakovlev, Konstantin S.
Format: eBook
Language:English
Published: Cham, Switzerland : Springer, [2020]
Series:Lecture notes in computer science ; 12412.
Lecture notes in computer science. Lecture notes in artificial intelligence.
LNCS sublibrary. Artificial intelligence.
Subjects:
Online Access:Click for online access
Description
Summary:This book constitutes the proceedings of the 18th Russian Conference on Artificial Intelligence, RCAI 2020, held in Moscow, Russia, in October 2020. The 27 full papers and 8 short papers presented in this volume were carefully reviewed and selected from 140 submissions. The conference deals with a wide range of topics, including data mining and knowledge discovery, text mining, reasoning, decisionmaking, natural language processing, vision, intelligent robotics, multi-agent systems, machine learning, AI in applied systems, and ontology engineering.
Item Description:International conference proceedings.
Physical Description:1 online resource
Bibliography:References-Navigating Autonomous Vehicle at the Road Intersection Simulator with Reinforcement Learning-1 Introduction-2 Related Works-3 Background-4 Environment Description-4.1 Technical Details-4.2 Actions-4.3 State-4.4 Reward Function-4.5 Environment Performance-5 Experiments-5.1 Results for Tracks Without Bots and States Represented as Vector-5.2 Results for Tracks Without Bots and States Represented as Image-5.3 Influence of Different Sets of Vectors Features on the Convergence of the Algorithms-5.4 Results for Tracks with Bots-6 Conclusion.
Includes bibliographical references and author index.
ISBN:3030595358
9783030595357
9788303059536
830305953X