Learning to Navigate in a 3D Environment

被引：1

作者：

Sani, Nurulhidayati Haji Mohd ^{[1
]}

Phon-Amnuaisuk, Somnuk ^{[1
,2
]}

Thien Wan Au ^{[1
]}

Ee Leng Tan ^{[3
]}

机构：

[1] Univ Teknol Brunei, Sch Comp & Informat, Jalan Tungku Link, BE-1410 Gadong, Brunei

[2] Univ Teknol Brunei, Ctr Innovat Engn, BE-1410 Gadong, Brunei

[3] Sesame World Technol, Berakas, Brunei

来源：

MULTI-DISCIPLINARY TRENDS IN ARTIFICIAL INTELLIGENCE, (MIWAI 2016) | 2016年 / 10053卷

关键词：

Navigation; Machine learning; Apriori; Decision tree; Naive bayes; TETRIS;

D O I：

10.1007/978-3-319-49397-8_23

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this paper, we investigate the knowledge acquisition and the learning ability of an agent in a three-dimensional (3D) environment using data mining techniques. We apply three data mining techniques: naive Bayes, decision tree and apriori; to a human-controlled navigation and then investigate the characteristic of knowledge discovered from each of these techniques. The results shows that the agent is able to learn to navigate automatically in the environment but with different outcomes and limitations.

引用

页码：271 / 278

页数：8

共 50 条

[31] 3D Virtual Learning and Measuring Environment for Mechanical Engineering Education
Ivanova, G. I.
Ivanov, Al.
Radkov, M.
2019 42ND INTERNATIONAL CONVENTION ON INFORMATION AND COMMUNICATION TECHNOLOGY, ELECTRONICS AND MICROELECTRONICS (MIPRO), 2019, : 1463 - 1468
[32] Integrating a Social Network Group with a 3D Collaborative Learning Environment
Pourmirza, Shaya
Gardner, Michael
Callaghan, Vic
2014 INTERNATIONAL CONFERENCE ON INTELLIGENT ENVIRONMENTS (IE), 2014, : 310 - 317
[33] An online 3d virtual learning environment for teaching children mathematics
Mpouta, H.
Paraskeva, F.
Retalis, S.
INNOVATIONS IN E-LEARNING, INSTRUCTION TECHNOLOGY, ASSESSMENT, AND ENGINEERING EDUCATION, 2007, : 123 - 126
[34] A Cross-Platform Immersive 3D Environment for Algorithm Learning
Dapoto, Sebastian
Cristina, Federico
Lascano, Gamal
Thomas, Pablo
Pesado, Patricia
CLOUD COMPUTING, BIG DATA & EMERGING TOPICS, JCC-BD&ET 2022, 2022, 1634 : 125 - 138
[35] Creating learning environment connecting engineering design and 3D printing
Pikkarainen, Ari
Salminen, Antti
Piili, Heidi
16TH NORDIC LASER MATERIALS PROCESSING CONFERENCE, NOLAMP16, 2017, 89 : 122 - 130
[36] Development of 3D Virtual Learning Environment That Supports Collaborative Learning: A Case Study
Pamukcu, Bahattin Selim
Cakir, Hasan
PAMUKKALE UNIVERSITESI EGITIM FAKULTESI DERGISI-PAMUKKALE UNIVERSITY JOURNAL OF EDUCATION, 2020, (49): : 530 - 563
[37] A 3D VIRTUAL LEARNING ENVIRONMENT FOR TEACHING CHEMISTRY IN HIGH SCHOOL
Shudayfat, Eman
Moldoveanu, Florica
Moldoveanu, Alin Dragos Bogdan
ANNALS OF DAAAM FOR 2012 & PROCEEDINGS OF THE 23RD INTERNATIONAL DAAAM SYMPOSIUM - INTELLIGENT MANUFACTURING AND AUTOMATION - FOCUS ON SUSTAINABILITY, 2012, 23 : 423 - 428
[38] Using 3D landscapes to navigate file systems: The MountainView interface
Altom, T
Buher, M
Downey, M
Faiola, A
EIGHTH INTERNATIONAL CONFERENCE ON INFORMATION VISUALISATION, PROCEEDINGS, 2004, : 645 - 649
[39] Morphodynamics facilitate cancer cells to navigate 3D extracellular matrix
Christopher Z. Eddy
Helena Raposo
Aayushi Manchanda
Ryan Wong
Fuxin Li
Bo Sun
Scientific Reports, 11
[40] DESIGNING METHODOLOGY FOR THE INTEGRATION OF 3D PRINTING TO THE MECHANICAL ENGINEERING CURRICULUM USING VIRTUAL 3D LEARNING ENVIRONMENT
Kozov, V.
Ivanova, G.
Ivanov, A.
11TH INTERNATIONAL CONFERENCE OF EDUCATION, RESEARCH AND INNOVATION (ICERI2018), 2018, : 2451 - 2458

← 1 2 3 4 5 →