Super Mario A-Star Agent Revisited

Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216208%3A11320%2F21%3A10440735" target="_blank" >RIV/00216208:11320/21:10440735 - isvavai.cz</a>
Result on the web
<a href="https://doi.org/10.1109/ICTAI52525.2021.00161" target="_blank" >https://doi.org/10.1109/ICTAI52525.2021.00161</a>
DOI - Digital Object Identifier
<a href="http://dx.doi.org/10.1109/ICTAI52525.2021.00161" target="_blank" >10.1109/ICTAI52525.2021.00161</a>

Result language
angličtina
Original language name
Super Mario A-Star Agent Revisited
Original language description
Since the first Mario AI Competition in 2009 where Mario AI Framework made a debut, there is a continuous interest to use the game and the framework for research in AI. Decent amount of these papers is using the A-Star algorithm along with the game forward model and some results are directly depending on the quality of the best known A-Star-based agent by Robin Baumgarten. In this paper, we are revisiting and improving the implementation of Mario AI Framework's forward model by two orders of magnitude and also presenting a new A-Star-based agent that outperforms the current state-of-the-art agent by a large margin.
Czech name
—
Czech description
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Type
D - Article in proceedings
CEP classification
—
OECD FORD branch
10201 - Computer sciences, information science, bioinformathics (hardware development to be 2.2, social aspect to be 5.8)

Publication year
2021
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Article name in the collection
2021 IEEE 33rd International Conference on Tools with Artificial Intelligence (ICTAI 2021)
ISBN
978-1-66540-898-1
ISSN
1082-3409
e-ISSN
—
Number of pages
5
Pages from-to
1008-1012
Publisher name
IEEE COMPUTER SOC
Place of publication
LOS ALAMITOS
Event location
Online
Event date
Nov 1, 2021
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
000747482300153

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