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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 Page: 1 2 3 4 Hits 1 – 20 of 63 1 Language as a Cognitive Tool: Dall-E, Humans and Vygotskian RL Agents Colas, Cédric; Karch, Tristan; Moulin-Frier, Clément... In: https://hal.archives-ouvertes.fr/hal-03159786 ; 2021 (2021) BASE Show details 2 Curiosity-driven exploration: Diversity of mechanisms and functions Ten, Alexandr; Oudeyer, Pierre-Yves; Moulin-Frier, Clément In: https://hal.inria.fr/hal-03447896 ; 2021 (2021) Abstract: Intrinsically motivated information-seeking, also called curiositydriven exploration, is widely believed to be a key ingredient for autonomous learning in the real world. Such forms of spontaneous exploration have been studied in multiple independent lines of computational research, producing a diverse range of algorithmic models that capture different aspects of these processes. These algorithms resolve some of the limitations of neurocognitive theories by formally describing computational functions and algorithmic implementations of intrinsically motivated learning. Moreover, they reveal a high diversity of effective forms of intrinsically motivated information-seeking that can be characterized along different mechanistic and functional dimensions. This chapter aims at reviewing different classes of algorithms and highlighting several important dimensions of variation among them. Identifying these dimensions provides means for structuring a comprehensive taxonomy of approaches. We believe this exercise to be useful in working towards a general computational account of information-seeking. Such an account should facilitate the proposition of new hypotheses about informationseeking in humans and complement the existing psychological theory of curiosity. Keyword: [INFO.INFO-AI]Computer Science [cs]/Artificial Intelligence [cs.AI] URL: https://hal.inria.fr/hal-03447896 https://hal.inria.fr/hal-03447896v2/file/Ten2022Curiosity-driven.pdf https://hal.inria.fr/hal-03447896v2/document BASE Hide details 3 SocialAI 0.1: Towards a Benchmark to Stimulate Research on Socio-Cognitive Abilities in Deep Reinforcement Learning Agents Kovač, Grgur; Portelas, Rémy; Hofmann, Katja... In: https://hal.archives-ouvertes.fr/hal-03442937 ; 2021 (2021) BASE Show details 4 SocialAI: Benchmarking Socio-Cognitive Abilities in Deep Reinforcement Learning Agents Kovač, Grgur; Portelas, Rémy; Hofmann, Katja... In: https://hal.archives-ouvertes.fr/hal-03372670 ; 2021 (2021) BASE Show details 5 Grounding Language to Autonomously-Acquired Skills via Goal Generation Akakzia, Ahmed; Colas, Cédric; Oudeyer, Pierre-Yves... In: ICLR 2021 - Ninth International Conference on Learning Representation ; https://hal.inria.fr/hal-03121146 ; ICLR 2021 - Ninth International Conference on Learning Representation, May 2021, Vienna / Virtual, Austria (2021) BASE Show details 6 Language-Conditioned Goal Generation: a New Approach to Language Grounding in RL Colas, Cédric; Akakzia, Ahmed; Oudeyer, Pierre-Yves... In: https://hal.inria.fr/hal-03099887 ; 2021 (2021) BASE Show details 7 Grounding Spatio-Temporal Language with Transformers Karch, Tristan; Teodorescu, Laetitia; Hofmann, Katja... In: NeurIPS 2021 - 35th Conference on Neural Information Processing Systems ; https://hal.archives-ouvertes.fr/hal-03439096 ; NeurIPS 2021 - 35th Conference on Neural Information Processing Systems, Dec 2021, Virtuel, France (2021) BASE Show details 8 Grounding Spatio-Temporal Language with Transformers ... Karch, Tristan; Teodorescu, Laetitia; Hofmann, Katja. - : arXiv, 2021 BASE Show details 9 Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration Colas, Cédric; Karch, Tristan; Lair, Nicolas... In: NeurIPS 2020 - 34th Conference on Neural Information Processing Systems ; https://hal.archives-ouvertes.fr/hal-03083158 ; NeurIPS 2020 - 34th Conference on Neural Information Processing Systems, Dec 2020, Vancouver / Virtual, Canada (2020) BASE Show details 10 Language-Conditioned Goal Generation: a New Approach to Language Grounding for RL ... Colas, Cédric; Akakzia, Ahmed; Oudeyer, Pierre-Yves. - : arXiv, 2020 BASE Show details 11 Grounding Language to Autonomously-Acquired Skills via Goal Generation ... Akakzia, Ahmed; Colas, Cédric; Oudeyer, Pierre-Yves. - : arXiv, 2020 BASE Show details 12 Emergent Jaw Predominance in Vocal Development through Stochastic Optimization ... Moulin-Frier, Clément; Brochard, Jules; Stulp, Freek. - : arXiv, 2020 BASE Show details 13 Computational and robotic models of early language development : a review Oudeyer, Pierre-Yves; Kachergis, George; Schueller, William In: International handbook of language acquisition (London, 2019), p. 76-101 MPI für Psycholinguistik Show details 14 Computational and Robotic Models of Early Language Development: A Review Oudeyer, Pierre-Yves; Kachergis, George; Schueller, William In: International Handbook of Language Acquisition ; https://hal.inria.fr/hal-02371233 ; International Handbook of Language Acquisition, 2019 (2019) BASE Show details 15 Complexity Reduction in the Negotiation of New Lexical Conventions Schueller, William; Loreto, Vittorio; Oudeyer, Pierre-Yves In: 40th Annual Conference of the Cognitive Science Society (CogSci 2018) ; https://hal.inria.fr/hal-01891762 ; 40th Annual Conference of the Cognitive Science Society (CogSci 2018), Jul 2018, Madison, WI, United States (2018) BASE Show details 16 Complexity Reduction in the Negotiation of New Lexical Conventions ... Schueller, William; Loreto, Vittorio; Oudeyer, Pierre-Yves. - : arXiv, 2018 BASE Show details 17 Complexity Reduction in the Negotiation of New Lexical Conventions ... Schueller, William; Loreto, Vittorio; Oudeyer, Pierre-Yves. - : PsyArXiv, 2018 BASE Show details 18 Emergent Jaw Predominance in Vocal Development through Stochastic Optimization Moulin-Frier, Clément; Brochard, Jules; Stulp, Freek... In: ISSN: 2379-8920 ; EISSN: 2379-8939 ; IEEE Transactions on Cognitive and Developmental Systems ; https://hal.inria.fr/hal-01578075 ; IEEE Transactions on Cognitive and Developmental Systems, Institute of Electrical and Electronics Engineers, Inc, 2017, pp.1-12. ⟨10.1109/TCDS.2017.2704912⟩ ; http://ieeexplore.ieee.org/document/7955101/ (2017) BASE Show details 19 How Evolution May Work Through Curiosity-Driven Developmental Process Oudeyer, Pierre-Yves; Smith, Linda In: ISSN: 1756-8757 ; EISSN: 1756-8765 ; Topics in cognitive science ; https://hal.inria.fr/hal-01404334 ; Topics in cognitive science, Wiley, 2016, 8, ⟨10.1111/tops.12196⟩ ; https://www.ncbi.nlm.nih.gov/pubmed/26969919 (2016) BASE Show details 20 An Alternative to Mapping a Word onto a Concept in Language Acquisition: Pragmatic Frames Rohlfing, Katharina,; Wrede, Britta; Vollmer, Anna-Lisa... In: ISSN: 1664-1078 ; Frontiers in Psychology ; https://hal.inria.fr/hal-01404385 ; Frontiers in Psychology, Frontiers, 2016, 7, pp.18. ⟨10.3389/fpsyg.2016.00470⟩ ; http://journal.frontiersin.org/article/10.3389/fpsyg.2016.00470/full (2016) BASE Show details Page: 1 2 3 4

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