UGC Approved Journal no 63975

ISSN: 2349-5162 | ESTD Year : 2014
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Published in:

Volume 6 Issue 2
February-2019
eISSN: 2349-5162

UGC and ISSN approved 7.95 impact factor UGC Approved Journal no 63975

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Published Paper ID:
JETIREV06067


Registration ID:
311861

Page Number

424-429

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Title

Review on Hanabi Challenge for Artificial Intelligence Research

Authors

Abstract

Games were relevant to research to investigate how far computers would handle complex decision-making from the early days of computing. Machine learning has made considerable strides over recent years with automated staff that attain incredible success in difficult fields such as Go, Atari and other poker variants. Like their predecessors of chess, scrutinizers and backgammon, some areas of game science have presented artificial intelligence practitioners with complex yet well-established obstacles. The researchers continue this practice by introducing the Hanabi game as a new difficulty field with new difficulties resulting from the mixture of strictly cooperative gaming with 2 to 5 players and incomplete details. They contend in particular that Hanabi puts thinking on certain agents' beliefs and motives in the forefront. This paper assumes that creating new strategies for the philosophy of learning in Hanabi, and in particular those with human partners would be crucial to progress. To facilitate further research, this paper incorporates the Hanabi Learning Environment open-source, provides a research community with an investigational foundation for assessing algorithmic developments and determines the efficiency of modern technologies.

Key Words

Artificial Intelligence, Hanabi Challenge, Imperfect Information, Multi-Agent Learning, Reinforcement Learning, Game Theory of Mind.

Cite This Article

"Review on Hanabi Challenge for Artificial Intelligence Research ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org), ISSN:2349-5162, Vol.6, Issue 2, page no.424-429, February-2019, Available :http://www.jetir.org/papers/JETIREV06067.pdf

ISSN


2349-5162 | Impact Factor 7.95 Calculate by Google Scholar

An International Scholarly Open Access Journal, Peer-Reviewed, Refereed Journal Impact Factor 7.95 Calculate by Google Scholar and Semantic Scholar | AI-Powered Research Tool, Multidisciplinary, Monthly, Multilanguage Journal Indexing in All Major Database & Metadata, Citation Generator

Cite This Article

"Review on Hanabi Challenge for Artificial Intelligence Research ", International Journal of Emerging Technologies and Innovative Research (www.jetir.org | UGC and issn Approved), ISSN:2349-5162, Vol.6, Issue 2, page no. pp424-429, February-2019, Available at : http://www.jetir.org/papers/JETIREV06067.pdf

Publication Details

Published Paper ID: JETIREV06067
Registration ID: 311861
Published In: Volume 6 | Issue 2 | Year February-2019
DOI (Digital Object Identifier):
Page No: 424-429
Country: -, -, India .
Area: Engineering
ISSN Number: 2349-5162


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