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The endowment of AI with reasoning capabilities and some degree of agency is widely viewed as a path toward more capable and generalizable systems.
A constant error in psychological ratings
Thorndike, E. L · 1920
Earlier work this paper cites.
Behavior, purpose and teleology
Rosenblueth, A., Wiener, N., and Bigelow, J · 1943
Earlier work this paper cites.
Phénoménologie de la perception
Merleau-Ponty, M · 1945
Earlier work this paper cites.
Cybernetics: Or Control and Communication in the Animal and the Machine
Wiener, N · 1948
Earlier work this paper cites.
The Origins of Intelligence in Children
Piaget, J · 1952
Earlier work this paper cites.
The Organizational Revolution: A Study in the Ethics of Economic Organization
Boulding, K. E · 1953
Earlier work this paper cites.
An Introduction to Cybernetics
Ashby, W. R · 1956
Earlier work this paper cites.
Dynamic Programming
Bellman, R · 1957
Earlier work this paper cites.
Models of Man: Social and Rational - Mathematical Essays on Rational Human Behavior in a Social Setting
Simon, H. A · 1957
Earlier work this paper cites.
General System Theory: Foundations, Development, Applications
Von Bertalanffy, L · 1968
Earlier work this paper cites.
Markets and Hierarchies: Analysis and Antitrust Implications
Williamson, O. E · 1975
Earlier work this paper cites.
Self-efficacy mechanism in human agency
Bandura, A · 1982
Earlier work this paper cites.
The Constitution of Society: Outline of the Theory of Structuration
Giddens, A · 1984
Earlier work this paper cites.
Living ways of sense-making: A middle path for neuroscience
Varela, F. J · 1984
Earlier work this paper cites.
The costs and benefits of ownership: A theory of vertical and lateral integration
Grossman, S. J. and Hart, O. D · 1986
Earlier work this paper cites.
Stochastic Systems: Estimation, Identification, and Adaptive Control
Kumar, P. R. and Varaiya, P · 1986
Earlier work this paper cites.
Intention, Plans, and Practical Reason
Bratman, M · 1987
Earlier work this paper cites.
Neural Darwinism
Edelman, G. M · 1987
Earlier work this paper cites.
Transactive memory: A contemporary analysis of the group mind
Wegner, D · 1987
Earlier work this paper cites.
The Intentional Stance
Dennett, D. C · 1989
Earlier work this paper cites.
Property rights and the nature of the firm
Hart, O. and Moore, J · 1990
Earlier work this paper cites.
The Embodied Mind: Cognitive Science and Human Experience
Varela, F. J., Thompson, E., and Rosch, E · 1991
Earlier work this paper cites.
An incomplete contracts approach to financial contracting
Aghion, P. and Bolton, P · 1992
Earlier work this paper cites.
Complex adaptive systems
Holland, J. H · 1992
Earlier work this paper cites.
Modeling adaptive autonomous agents
Maes, P · 1993
Earlier work this paper cites.
Learning without state-estimation in partially observable Markovian decision processes
Singh, S. P., Jaakkola, T., and Jordan, M. I · 1994
Earlier work this paper cites.
Firms, Contracts, and Financial Structure
Hart, O · 1995
Earlier work this paper cites.
Cognition in the Wild
Hutchins, E · 1995
Earlier work this paper cites.
Artificial Intelligence: A Modern Approach
Russell, S. J. and Norvig, P · 1995
Earlier work this paper cites.
Is it an agent, or just a program? A taxonomy for autonomous agents
Franklin, S. and Graesser, A · 1996
Earlier work this paper cites.
Consciousness and metacognition
Nelson, T. O · 1996
Earlier work this paper cites.
Formal and real authority in organizations
Aghion, P. and Tirole, J · 1997
Earlier work this paper cites.
Deictic codes for the embodiment of cognition
Ballard, D. H., Hayhoe, M. M., Pook, P. K., and Rao, R. P · 1997
Earlier work this paper cites.
The Conscious Mind: In Search of a Fundamental Theory
Chalmers, D. J · 1997
Earlier work this paper cites.
The Structure of Scientific Revolutions
Kuhn, T. S · 1997
Earlier work this paper cites.
Goal-directed instrumental action: Contingency and incentive learning and their cortical substrates
Balleine, B. W. and Dickinson, A · 1998
Earlier work this paper cites.
What is agency?
Emirbayer, M. and Mische, A · 1998
Earlier work this paper cites.
Reinforcement Learning: An Introduction
Sutton, R. S. and Barto, A. G · 1998
Earlier work this paper cites.
Perceptual symbol systems
Barsalou, L · 1999
Earlier work this paper cites.
Implementation intentions: Strong effects of simple plans
Gollwitzer, P. M · 1999
Earlier work this paper cites.
The Scientist in the Crib: Minds, Brains, and How Children Learn
Gopnik, A., Meltzoff, A. N., and Kuhl, P. K · 1999
Earlier work this paper cites.
Value-function approximations for partially observable Markov decision processes
Hauskrecht, M · 2000
Earlier work this paper cites.
Social cognitive theory: An agentic perspective
Bandura, A · 2001
Earlier work this paper cites.
Essays on actions and events
Davidson, D. and Pollock, F · 2001
Earlier work this paper cites.
Relational contracts and the theory of the firm
Baker, G., Gibbons, R., and Murphy, K. J · 2002
Earlier work this paper cites.
Learning and inference in the brain
Friston, K · 2003
Earlier work this paper cites.
The Wisdom of Crowds: Why the Many Are Smarter Than the Few and How Collective Wisdom Shapes Business, Economies, Societies and Nations
Surowiecki, J · 2004
Earlier work this paper cites.
Explanation and Understanding
Von Wright, G. H · 2004
Earlier work this paper cites.
The neural basis of error detection: Conflict monitoring and the error-related negativity
Yeung, N., Botvinick, M. M., and Cohen, J. D · 2004
Earlier work this paper cites.
Autopoiesis, adaptivity, teleology, agency
Di Paolo, E. A · 2005
Cited alongside, same era.
The development of embodied cognition: Six lessons from babies
Smith, L. and Gasser, M · 2005
Cited alongside, same era.
Free-energy and the brain
Friston, K. J. and Stephan, K. E · 2007
Cited alongside, same era.
Intrinsic motivation systems for autonomous mental development
Oudeyer, P.-Y., Kaplan, F., and Hafner, V. V · 2007
Cited alongside, same era.
Core knowledge
Spelke, E. S. and Kinzler, K. D · 2007
Cited alongside, same era.
Feedback Systems: An Introduction for Scientists and Engineers
Åström, K. J. and Murray, R. M · 2008
Cited alongside, same era.
Defining agency: Individuality, normativity, asymmetry, and spatio-temporality in action
Generating with confidence: Uncertainty quantification for black-box large language models
Lin, Z., Trivedi, S., and Sun, J · 2023
Later among the works it cites.
Influence of voluntary action and outcome valence on the sense of agency
Niu, N., Wu, Y., Li, H., Li, M., Yang, D., Fan, W., and Zhong, Y · 2023
Later among the works it cites.
Ethical reasoning over moral alignment: A case and framework for in-context ethical policies in LLMs
Rao, A., Khandelwal, A., Tanmay, K., Agarwal, U., and Choudhury, M · 2023
Later among the works it cites.
CRAB: Assessing the strength of causal relationships between real-world events
Romanou, A., Montariol, S., Paul, D., Laugier, L., Aberer, K., and Bosselut, A · 2023
Later among the works it cites.
Practices for governing agentic AI systems
Shavit, Y., Agarwal, S., Brundage, M., Adler, S., O’Keefe, C., Campbell, R., Lee, T., Mishkin, P., Eloundou, T., Hickey, A., et al · 2023
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Barandiaran, X. E., Di Paolo, E., and Rohde, M · 2009
Cited alongside, same era.
Causality
Pearl, J · 2009
Cited alongside, same era.
Optimally interacting minds
Bahrami, B., Olsen, K., Latham, P. E., Roepstorff, A., Rees, G., and Frith, C. D · 2010
Cited alongside, same era.
The free-energy principle: a unified brain theory?
Friston, K · 2010
Cited alongside, same era.
Action and behavior: a free-energy formulation
Friston, K. J., Daunizeau, J., Kilner, J., and Kiebel, S. J · 2010
Cited alongside, same era.
Intrinsically motivated reinforcement learning: An evolutionary perspective
Singh, S., Lewis, R. L., Barto, A. G., and Sorg, J · 2010
Cited alongside, same era.
Later among the works it cites.
Generative pretraining in multimodality
Sun, Q., Yu, Q., Cui, Y., Zhang, F., Zhang, X., Wang, Y., Gao, H., Liu, J., Huang, T., and Wang, X · 2023
Later among the works it cites.
A shared intentionality account of uniquely human social bonding
Wolf, W. and Tomasello, M · 2023
Later among the works it cites.
Causal parrots: Large language models may talk causality but are not causal
Zečević, M., Willig, M., Dhami, D. S., and Kersting, K · 2023
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Uncertainty quantification in fine-tuned LLMs using LoRA ensembles
Balabanov, O. and Linander, H · 2024
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Challenges in human-agent communication
Bansal, G., Vaughan, J. W., Amershi, S., Horvitz, E., Fourney, A., Mozannar, H., Dibia, V., and Weld, D. S · 2024
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Transforming agency: On the mode of existence of large language models
Barandiaran, X. E. and Almendros, L. S · 2024
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How large language models can reshape collective intelligence
Burton, J. W., Lopez-Lopez, E., Hechtlinger, S., Rahwan, Z., Aeschbach, S., Bakker, M. A., Becker, J. A., Berditchevskaia, A., Berger, J., Brinkmann, L., et al · 2024
Later among the works it cites.
Agentic AI: The building blocks of sophisticated AI business applications
Chawla, C., Chatterjee, S., Gadadinni, S. S., Verma, P., and Banerjee, S · 2024
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Active inference as a model of agency
Da Costa, L., Tenka, S., Zhao, D., and Sajid, N · 2024
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Alignment faking in large language models
Greenblatt, R., Denison, C., Wright, B., Roger, F., MacDiarmid, M., Marks, S., Treutlein, J., Belonax, T., Chen, J., Duvenaud, D., et al · 2024
Later among the works it cites.
Automated design of agentic systems
Hu, S., Lu, C., and Clune, J · 2024
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Imagining and building wise machines: The centrality of AI metacognition
Johnson, S. G., Karimi, A.-H., Bengio, Y., Chater, N., Gerstenberg, T., Larson, K., Levine, S., Mitchell, M., Rahwan, I., Schölkopf, B., et al · 2024
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Introducing causalbench: A flexible benchmark framework for causal analysis and machine learning
Kapkiç, A., Mandal, P., Wan, S., Sheth, P., Gorantla, A., Choi, Y., Liu, H., and Candan, K. S · 2024
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Governing AI agents
Kolt, N · 2024
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The AI scientist: Towards fully automated open-ended scientific discovery
Lu, C., Lu, C., Lange, R. T., Foerster, J., Clune, J., and Ha, D · 2024
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Frontier models are capable of in-context scheming
Meinke, A., Schoen, B., Scheurer, J., Balesni, M., Shah, R., and Hobbhahn, M · 2024
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Position: Intent-aligned AI systems must optimize for agency preservation
Mitelut, C., Smith, B., and Vamplew, P · 2024
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Aviary: Training language agents on challenging scientific tasks
Narayanan, S., Braza, J. D., Griffiths, R.-R., Ponnapati, M., Bou, A., Laurent, J., Kabeli, O., Wellawatte, G., Cox, S., Rodriques, S. G., et al · 2024
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Human-AI coevolution
Pedreschi, D., Pappalardo, L., Ferragina, E., Baeza-Yates, R., Barabási, A.-L., Dignum, F., Dignum, V., Eliassi-Rad, T., Giannotti, F., Kertész, J., et al · 2024
Later among the works it cites.
LLM-based agentic systems in medicine and healthcare
Qiu, J., Lam, K., Li, G., Acharya, A., Wong, T. Y., Darzi, A., Yuan, W., and Topol, E. J · 2024
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Robust agents learn causal world models
Richens, J. and Everitt, T · 2024
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Discussions of machine versus living intelligence need more clarity
Rouleau, N. and Levin, M · 2024
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Metacognitive myopia in large language models
Scholten, F., Rebholz, T. R., and Hütter, M · 2024
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Shen, H., Knearem, T., Ghosh, R., Alkiek, K., Krishna, K., Liu, Y., Ma, Z., Petridis, S., Peng, Y.-H., Qiwei, L., et al · 2024
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Shorinwa, O., Mei, Z., Lidard, J., Ren, A. Z., and Majumdar, A · 2024
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Evaluating the world model implicit in a generative model
Vafa, K., Chen, J. Y., Kleinberg, J., Mullainathan, S., and Rambachan, A · 2024
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Towards measuring goal-directedness in AI systems
Xu, D. and Rivera, J.-P · 2024
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TheAgentCompany: Benchmarking LLM agents on consequential real world tasks
Xu, F. F., Song, Y., Li, B., Tang, Y., Jain, K., Bao, M., Wang, Z. Z., Zhou, X., Guo, Z., Cao, M., et al · 2024
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Yang, L., Shirvaikar, V., Clivio, O., and Falck, F · 2024
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MM-LLMs: Recent advances in multimodal large language models
Zhang, D., Yu, Y., Dong, J., Li, C., Su, D., Chu, C., and Yu, D · 2024
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Causalbench: A comprehensive benchmark for causal learning capability of large language models
Zhou, Y., Wu, X., Huang, B., Wu, J., Feng, L., and Tan, K. C · 2024
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ReDel: A toolkit for LLM-powered recursive multi-agent systems
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