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Agency is a system's capacity to steer outcomes toward a goal, and is a central topic of study across biology, philosophy, cognitive science, and artificial intelligence.
Essays in positive economics
M. Friedman · 1953
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On the definition of adaptivity
L. A. Zadeh · 1963
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Glimpses of Niels Bohr as scientist and thinker
O. Klein · 1967
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The intentional stance
D. C. Dennett · 1989
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The extended mind
A. Clark and D. Chalmers · 1998
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Learning agents for uncertain environments
S. Russell · 1998
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Machines, plants and animals: the origins of agency
F. I. Dretske · 1999
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Algorithms for inverse reinforcement learning
A. Y. Ng and S. J. Russell · 2000
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Agency in natural and artificial systems
A. Moreno and A. Etxeberria · 2005
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Maximum entropy inverse reinforcement learning
B. D. Ziebart, A. L. Maas, J. A. Bagnell, A. K. Dey, et al · 2008
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Defining agency: Individuality, normativity, asymmetry, and spatio-temporality in action
X. E. Barandiaran, E. Di Paolo, and M. Rohde · 2009
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Reinforcement learning or active inference?
K. J. Friston, J. Daunizeau, and S. J. Kiebel · 2009
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Vision: A computational investigation into the human representation and processing of visual information
D. Marr · 2010
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Repeated inverse reinforcement learning
K. Amin, N. Jiang, and S. Singh · 2017
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On value functions and the agent-environment boundary
N. Jiang · 2019
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What is an agent?
A. Harutyunyan · 2020
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Identifiability in inverse reinforcement learning
H. Cao, S. Cohen, and L. Szpruch · 2021
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The evolution of agency: Behavioral organization from lizards to humans
M. Tomasello · 2022
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A definition of continual reinforcement learning
D. Abel, A. Barreto, B. V. Roy, D. Precup, H. van Hasselt, and S. Singh · 2023
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Organisms as agents of evolution
P. Ball · 2023
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Occam’s razor is insufficient to infer the preferences of irrational agents
S. Armstrong and S. Mindermann · 2018
Cited alongside, same era.
On minimal autonomous agency: natural and artificial
A. Moreno · 2018
Cited alongside, same era.
Discovering agents
Z. Kenton, R. Kumar, S. Farquhar, J. Richens, M. MacDermott, and T. Everitt · 2023
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