Causal inference and counterfactual reasoning in scientists and children

被引:0
作者
Gopnik, Alison [1 ]
机构
[1] Univ Calif Berkeley, Dept Psychol, Berkeley, CA 94720 USA
关键词
D O I
暂无
中图分类号
B84 [心理学];
学科分类号
04 ; 0402 ;
摘要
引用
收藏
页码:52 / 52
页数:1
相关论文
共 50 条
[21]   The power of possibility: causal learning, counterfactual reasoning, and pretend play [J].
Buchsbaum, Daphna ;
Bridgers, Sophie ;
Weisberg, Deena Skolnick ;
Gopnik, Alison .
PHILOSOPHICAL TRANSACTIONS OF THE ROYAL SOCIETY B-BIOLOGICAL SCIENCES, 2012, 367 (1599) :2202-2212
[22]   Causal discovery and counterfactual reasoning to optimize persuasive dialogue policies [J].
Zeng, Donghuo ;
Legaspi, Roberto ;
Sun, Yuewen ;
Dong, Xinshuai ;
Ikeda, Kazushi ;
Spirtes, Peter ;
Zhang, Kun .
BEHAVIOUR & INFORMATION TECHNOLOGY, 2025,
[23]   Counterfactual Reasoning for Process Optimization Using Structural Causal Models [J].
Narendra, Tanmayee ;
Agarwal, Prerna ;
Gupta, Monika ;
Dechu, Sampath .
BUSINESS PROCESS MANAGEMENT FORUM, BPM FORUM 2019, 2019, 360 :91-106
[24]   Debiasing NLU Models via Causal Intervention and Counterfactual Reasoning [J].
Tian, Bing ;
Cao, Yixin ;
Zhang, Yong ;
Xing, Chunxiao .
THIRTY-SIXTH AAAI CONFERENCE ON ARTIFICIAL INTELLIGENCE / THIRTY-FOURTH CONFERENCE ON INNOVATIVE APPLICATIONS OF ARTIFICIAL INTELLIGENCE / TWELVETH SYMPOSIUM ON EDUCATIONAL ADVANCES IN ARTIFICIAL INTELLIGENCE, 2022, :11376-11384
[25]   Basic Conditional Reasoning: How Children Mimic Counterfactual Reasoning [J].
Brian Leahy ;
Eva Rafetseder ;
Josef Perner .
Studia Logica, 2014, 102 :793-810
[26]   Basic Conditional Reasoning: How Children Mimic Counterfactual Reasoning [J].
Leahy, Brian ;
Rafetseder, Eva ;
Perner, Josef .
STUDIA LOGICA, 2014, 102 (04) :793-810
[27]   Causal inference and counterfactual prediction in machine learning for actionable healthcare [J].
Mattia Prosperi ;
Yi Guo ;
Matt Sperrin ;
James S. Koopman ;
Jae S. Min ;
Xing He ;
Shannan Rich ;
Mo Wang ;
Iain E. Buchan ;
Jiang Bian .
Nature Machine Intelligence, 2020, 2 :369-375
[28]   Counterfactual Explanation and Causal Inference In Service of Robustness in Robot Control [J].
Smith, Simon C. ;
Ramamoorthy, Subramanian .
10TH IEEE INTERNATIONAL CONFERENCE ON DEVELOPMENT AND LEARNING AND EPIGENETIC ROBOTICS (ICDL-EPIROB 2020), 2020,
[29]   An empirical study of counterfactual visualization to support visual causal inference [J].
Wang, Arran Zeyu ;
Borland, David ;
Gotz, David .
INFORMATION VISUALIZATION, 2024, 23 (02) :197-214
[30]   Causal Inference Using Global Forecasting Models for Counterfactual Prediction [J].
Grecov, Priscila ;
Bandara, Kasun ;
Bergmeir, Christoph ;
Ackermann, Klaus ;
Campbell, Sam ;
Scott, Deborah ;
Lubman, Dan .
ADVANCES IN KNOWLEDGE DISCOVERY AND DATA MINING, PAKDD 2021, PT II, 2021, 12713 :282-294