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    • Flowing Epigenetic Robots and Systems (Flowers) (3)
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    • This project has received funding from the European Research Council (ERC) under the European Union’s Horizon 2020 research and innovation program (grant agreement No 810367). (1)
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All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year AND OR AND NOT All fields Title Creator / Publisher Keyword Year Sort by creator [A → Z]' creator [Z → A]' publishing year ↑ (asc)' publishing year ↓ (desc)' title [A → Z]' title [Z → A]' Simple Search Hits 1 – 3 of 3 1 Grounding Artificial Intelligence in the Origins of Human Behavior Nisioti, Eleni; Moulin-Frier, Clément In: https://hal.inria.fr/hal-03117796 ; 2021 (2021) Abstract: Recent advances in Artificial Intelligence (AI) have revived the quest for agents able to acquire an open-ended repertoire of skills. However, although this ability is fundamentally related to the characteristics of human intelligence, research in this field rarely considers the processes that may have guided the emergence of complex cognitive capacities during the evolution of the species. Research in Human Behavioral Ecology (HBE) seeks to understand how the behaviors characterizing human nature can be conceived as adaptive responses to major changes in the structure of our ecological niche. In this paper, we propose a framework highlighting the role of environmental complexity in open-ended skill acquisition, grounded in major hypotheses from HBE and recent contributions in Reinforcement learning (RL). We use this framework to highlight fundamental links between the two disciplines, as well as to identify feedback loops that bootstrap ecological complexity and create promising research directions for AI researchers. Keyword: [INFO]Computer Science [cs] URL: https://hal.inria.fr/hal-03117796 BASE Hide details 2 Grounding an Ecological Theory of Artificial Intelligence in Human Evolution Nisioti, Eleni; Jodogne-del Litto, Katia; Moulin-Frier, Clément In: NeurIPS 2021 - Conference on Neural Information Processing Systems / Workshop: Ecological Theory of Reinforcement Learning ; https://hal.archives-ouvertes.fr/hal-03446961 ; NeurIPS 2021 - Conference on Neural Information Processing Systems / Workshop: Ecological Theory of Reinforcement Learning, Dec 2021, virtual event, France (2021) BASE Show details 3 Grounding an Ecological Theory of Artificial Intelligence in Human Evolution Nisioti, Eleni; Jodogne-del Litto, Katia; Moulin-Frier, Clément In: NeurIPS 2021 - Conference on Neural Information Processing Systems / Workshop: Ecological Theory of Reinforcement Learning ; https://hal.archives-ouvertes.fr/hal-03446961 ; NeurIPS 2021 - Conference on Neural Information Processing Systems / Workshop: Ecological Theory of Reinforcement Learning, Dec 2021, virtual event, France (2021) BASE Show details

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