AGI & CoCoSci
837 items from yuzheshi/awesome-agi-cocosci ★398
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Investigating the effect of Mental Set on Insight Problem Solving researchgate.net
Experimental Psychology, 2008. [All Versions].
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Visual complexity: a review researchgate.net
Psychological Bulletin, 2006. [All Versions]. [APA]. A psychological account on visual complexity.
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Cognitive engineering: Human problem solving with tools researchgate.net
Human Factors, 1988. [All Versions]. The original idea of investigating huamn tool use in problem solving.
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12- and 18-Month-Olds Point to Provide Information for Others pure.mpg.de
Journal of Cognition and Development, 2009. [All Versions].
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How variability shapes learning and generalization pure.mpg.de
Trends in Cognitive Sciences, 2022. [All Versions]. A comprehensive review on the trade-off between variability and generalization ability.
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Towards an argument interchange format pure.mpg.de
The Knowledge Engineering Review, 2006. [All Versions]. The original paper introducing the Argument Interchange Format (AIF) framework for argumentation analysis.
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Automation isn't automatic pubs.rsc.org
Chemical Science, 2021. [All Versions]. This perspective provides an overview of the current state of automation of synthetic chemistry at the benchtop scale with a particular emphasis on core considerations and the ensuing challenges of deploying a system. The authors aim to…
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Chemputation and the Standardization of Chemical Informatics pubs.acs.org
Journal of the American Chemical Society (Au), 2021. [All Versions]. This paper describes a standard hardware (the chemical processing programming architecture --- the ChemPU) to encompass all chemical synthesis, an approach which unifies all chemistry automation strategies…
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Artificial Intelligence for Retrosynthetic Planning Needs Both Data and Expert Knowledge pubs.acs.org
Journal of the American Chemical Society, 2024. [All Versions]. The development of AI synthesis planners trained solely on reaction-example-data has stagnated and is not on par with the performance of “hybrid” algorithms combining AI with expert knowledge. This Perspective…
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A Logic Programming Language for Computational Nucleic Acid Devices pubs.acs.org
ACS Synthetic Biology, 2018. [All Versions]. This paper presents a logic programming language that allows a broad range of computational nucleic acid systems to be designed and analyzed. The language extends standard logic programming with a novel equational theory to express…
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The psychology of virtual reality psycnet.apa.org
The psychology of technology: Social science research in the age of Big Data (pp. 155–193), American Psychological Association, 2022. [All Versions]. Jeremy Bailenson's review on the applications of Virtual Reality to behavioral studies.
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A theory of relation learning and cross-domain generalization psycnet.apa.org
Psychological Review, 2022. [All Versions]. A comprehensive review on the perspective of treating analogy as cross-domain generalization.
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Unit of visual working memory: A Boolean map provides a better account than an object does psycnet.apa.org
Journal of Experimental Psychology, 2020. [All Versions].
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The language of generalization psycnet.apa.org
Psychological Review, 2019. [All Versions].
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Best, second-best, and good-enough explanations: How they matter to reasoning psycnet.apa.org
Journal of Experimental Psychology, 2018. [All Versions]. There is a wealth of evidence that people’s reasoning is influenced by explanatory considerations. Three experiments investigate the descriptive adequacy of a precise proposal to be found in the philosophical literature…
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Reconstructing constructivism: Causal models, Bayesian learning mechanisms, and the theory theory psycnet.apa.org
Psychological Bulletin, 2012. [All Versions]. Alison Gopnik's review on the constructivism idea of developmental research, including the theory theory of concepts.
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Hypothesis generation, sparse categories, and the positive test strategy psycnet.apa.org
Psychological Review, 2011. [All Versions].
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Gestalt theory psycnet.apa.org
A source book of Gestalt psychology, 1938. [All Versions]. The original book on Gestalt psychology.
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Exploring science: The cognition and development of discovery processes psycnet.apa.org
MIT Press, 2000. [All Versions]. In this book, D. Klahr sets out to describe the cognitive and developmental processes that have enabled scientists to make the discoveries that comprise the body of information we call "scientific knowledge." Over the past decade, Klahr and his…
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The Theory Theory psycnet.apa.org
Mapping the mind: Domain specificity in cognition and culture, Cambridge University Press, 1994. [All Versions]. Alison Gopnik's original paper on the theory theory.
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Tools, language and cognition in human evolution psycnet.apa.org
Cambridge University Press, 1993. [All Versions]. A classic perspective correlating human tool use with the evolution of civilization.
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Thoughts beyond words: When language overshadows insight psycnet.apa.org
Journal of Experimental Psychology, 1993. [All Versions].
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Children and adults as intuitive scientists psycnet.apa.org
Psychological Review, 1989. [All Versions]. A perspective against search as scientific thinking.
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Confirmation, disconfirmation, and information in hypothesis testing psycnet.apa.org
Psychological Review, 1987. [All Versions]. A psychological account on hypothesis testing.
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Human Problem Solving psycnet.apa.org
Englewood Cliffs, NJ: Prentice-hall, 1972. [All Versions]. Herbert Simon's classic idea of human problem solving as search.
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Complexity and the representation of patterned sequences of symbols psycnet.apa.org
Psychological Review, 1972. [All Versions]. Herbert Simon's review on subjective complexity.
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Elimination by aspects: A theory of choice psycnet.apa.org
Psychological Review, 1972. [All Versions]. Herbert Simon's early experiments on computer aided behavioral studies.
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Elements of a theory of human problem solving psycnet.apa.org
Psychological Review, 1958. [All Versions]. Herbert Simon's original idea on human problem solving.
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Leveraging Facial Expressions and Contextual Information to Investigate Opaque Representations of Emotion psycnet.apa.org
Emotion, 2019. [All Versions].
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Tool use and affordance: Manipulation-based versus reasoning-based approaches psycnet.apa.org
Psychological Review, 2016. [All Versions]. A classic review on human tool use and affordance.
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Word learning as Bayesian inference psycnet.apa.org
Psychological Review, 2007. [All Versions]. [Preprint]. The authors present a Bayesian framework for understanding how adults and children learn the meanings of words. The theory explains how learners can generalize meaningfully from just one or a few positive examples of a…
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Causal Reasoning in Rats psych.uni-goettingen.de
Science, 2006. [All Versions]. A piece of evidence for the capability of causal reasoning in intelligent animals.
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Predictive and Diagnostic Learning Within Causal Models: Asymmetries in Cue Competition psych.uni-goettingen.de
Journal of Experimental Psychology, 1992. [All Versions]. Experimental evidences for distincting causality and association.
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Intrinsic Exploration as Empowerment in a Richly Structured Online Game psyarxiv.com
2022. [All Versions].
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Partial Mental Simulation Explains Fallacies in Physical Reasoning psyarxiv.com
Cognitive Neuropsychology, 2022. [All Versions].
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The Signature of All Things: Children Infer Knowledge States from Static Images psyarxiv.com
CogSci'20, 2020. [All Versions].
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Nonparametric Bayesian Data Analysis projecteuclid.org
Statistical Science, 2004. [All Versions]. This paper reviews the current state of nonparametric Bayesian inference. The discussion follows a list of important statistical inference problems, including density estimation, regression, survival analysis, hierarchical models and…
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Expert-level protocol translation for self-driving labs proceedings.neurips.cc
NeurIPS'24, 2024. [All Versions]. [Project]. Recent development in Artificial Intelligence (AI) models has propelled their application in scientific discovery, but the validation and exploration of these discoveries require subsequent empirical experimentation. The concept of…
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Grammar Prompting for Domain-Specific Language Generation with Large Language Models proceedings.neurips.cc
NeurIPS'23, 2023. [All Versions]. Grammar prompting is a simple approach to enable LLMs to use external knowledge and domain-specific constraints expressed through a grammar in Backus--Naur Form (BNF) during in-context learning. Grammar prompting augments each demonstration…
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Enhancing Robot Program Synthesis Through Environmental Context proceedings.neurips.cc
NeurIPS'23, 2023. [All Versions]. Program synthesis aims to automatically generate an executable program that conforms to the given specification. Recent advancements have demonstrated that deep neural methodologies and large-scale pretrained language models are highly…
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Emergent Graphical Conventions in a Visual Communication Game proceedings.neurips.cc
NeurIPS, 2022. [All Versions]. A computational account on the emergence of iconic language.
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Communicating Natural Programs to Humans and Machines proceedings.neurips.cc
NeurIPS'22, 2022. [All Versions]. While humans readily generate and interpret instructions in a general language, computer systems are shackled to a narrow domain-specific language that they can precisely execute. This makes building intelligent systems that can generalize to…
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When to Trust Your Model: Model-Based Policy Optimization proceedings.neurips.cc
NeurIPS'19, 2019. [All Versions]. [Post].
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Bayesian modeling of human concept learning proceedings.neurips.cc
NeurIPS'98, 1998. [All Versions]. [Preprint]. This work considers the problem of learning concepts from small numbers of positive examples, a feat which humans perform routinely but which computers are rarely capable of. Bridging machine learning and cognitive science…
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Program Synthesis Guided Reinforcement Learning proceedings.neurips.cc
NeurIPS'21, 2021. [All Versions].
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Fast Abductive Learning by Similarity-based Consistency Optimization proceedings.neurips.cc
NeurIPS'21, 2021. [All Versions]. An approach for accelerating the convergence of Abductive Learning.
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On Effective Scheduling of Model-based Reinforcement Learning proceedings.neurips.cc
NeurIPS'21, 2021. [All Versions].
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Learning Latent Space Energy-Based Prior Model proceedings.neurips.cc
NeurIPS'20, 2020. [All Versions]. [Project]. [Code]. A milestone paper on Latent Energy-Based Model.
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Compositional Explanations of Neurons proceedings.neurips.cc
NeurIPS'20, 2020. [All Versions]. [Project]. A concept-composition version of network dissection.
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Learning Compositional Rules via Neural Program Synthesis proceedings.neurips.cc
NeurIPS'20, 2020. [All Versions].
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