Goal Recognition in Incomplete Domain Models

被引:0
作者
Pereira, Ramon Fraga [1 ]
Meneguzzi, Felipe [1 ]
机构
[1] Pontifical Catholic Univ Rio Grande Sul PUCRS, Postgrad Programme Comp Sci, Sch Informat FACIN, Av Ipiranga 668, BR-90619900 Porto Alegre, RS, Brazil
来源
THIRTY-SECOND AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTIETH INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE CONFERENCE / EIGHTH AAAI SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE | 2018年
关键词
D O I
暂无
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
Recent approaches to goal recognition have progressively relaxed the assumptions about the amount and correctness of domain knowledge and available observations, yielding accurate and efficient algorithms. These approaches, however, assume completeness and correctness of the domain theory against which their algorithms match observations: this is too strong for most real-world domains. In this work, we develop a goal recognition technique capable of recognizing goals using incomplete (and possibly incorrect) domain theories.
引用
收藏
页码:8127 / 8128
页数:2
相关论文
共 50 条
[41]   Entity Recognition in Telecommunications using Domain-adapted Language Models [J].
Nimara, Doumitrou Daniil ;
Gebre, Fitsum Gaim ;
Huang, Vincent .
2024 IEEE INTERNATIONAL CONFERENCE ON MACHINE LEARNING FOR COMMUNICATION AND NETWORKING, ICMLCN 2024, 2024, :240-245
[42]   Goal recognition and configuration recognition algorithms for modular robots [J].
Balaei, Mehran .
IEEE/ASME International Conference on Advanced Intelligent Mechatronics, AIM, 2008, :13-18
[43]   A TUTORING SYSTEM WITH INCOMPLETE DOMAIN EXPERTISE [J].
KOEGEL, J ;
LAKSHMIPATHY, N ;
SCHLESINGER, JD .
ARTIFICIAL INTELLIGENCE AND EDUCATION /: SYNTHESIS AND REFLECTION, 1989, :123-128
[44]   Multitask Emotion Recognition with Incomplete Labels [J].
Deng, Didan ;
Chen, Zhaokang ;
Shi, Bertram E. .
2020 15TH IEEE INTERNATIONAL CONFERENCE ON AUTOMATIC FACE AND GESTURE RECOGNITION (FG 2020), 2020, :592-599
[45]   Partial plan recognition with incomplete information [J].
Lee, JJ ;
McCartney, R .
INTERNATIONAL CONFERENCE ON MULTI-AGENT SYSTEMS, PROCEEDINGS, 1998, :445-446
[46]   Pattern recognition with mixed and incomplete data [J].
Ruiz-Shulcloper J. .
Pattern Recogn. Image Anal., 2008, 4 (563-576) :563-576
[47]   Recognition of incomplete patterns by bumble bees [J].
Thivierge, JP ;
Plowright, CMS ;
Chan, T .
BEHAVIOURAL PROCESSES, 2002, 59 (03) :185-191
[48]   Intent Recognition Through Goal Mirroring [J].
Vered, Mor .
AAMAS'17: PROCEEDINGS OF THE 16TH INTERNATIONAL CONFERENCE ON AUTONOMOUS AGENTS AND MULTIAGENT SYSTEMS, 2017, :1867-1868
[49]   Recognition and completion of incomplete XML documents [J].
Cho, YY ;
Park, YK ;
Park, HB ;
Shin, KH ;
Kim, SH ;
Yoo, CW .
SERP'04: PROCEEDINGS OF THE INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING RESEARCH AND PRACTICE, VOLS 1 AND 2, 2004, :795-798
[50]   Goal Recognition Design in Deterministic Environments [J].
Keren, Sarah ;
Gal, Avigdor ;
Karpas, Erez .
JOURNAL OF ARTIFICIAL INTELLIGENCE RESEARCH, 2019, 65 :209-269