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Language as a Cognitive Tool: Dall-E, Humans and Vygotskian RL Agents
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In: https://hal.archives-ouvertes.fr/hal-03159786 ; 2021 (2021)
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Curiosity-driven exploration: Diversity of mechanisms and functions
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In: https://hal.inria.fr/hal-03447896 ; 2021 (2021)
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SocialAI 0.1: Towards a Benchmark to Stimulate Research on Socio-Cognitive Abilities in Deep Reinforcement Learning Agents
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In: https://hal.archives-ouvertes.fr/hal-03442937 ; 2021 (2021)
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SocialAI: Benchmarking Socio-Cognitive Abilities in Deep Reinforcement Learning Agents
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In: https://hal.archives-ouvertes.fr/hal-03372670 ; 2021 (2021)
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Grounding Language to Autonomously-Acquired Skills via Goal Generation
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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)
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Language-Conditioned Goal Generation: a New Approach to Language Grounding in RL
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In: https://hal.inria.fr/hal-03099887 ; 2021 (2021)
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Grounding Spatio-Temporal Language with Transformers
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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)
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Language as a Cognitive Tool to Imagine Goals in Curiosity-Driven Exploration
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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)
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Language-Conditioned Goal Generation: a New Approach to Language Grounding for RL ...
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Grounding Language to Autonomously-Acquired Skills via Goal Generation ...
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Emergent Jaw Predominance in Vocal Development through Stochastic Optimization ...
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Computational and Robotic Models of Early Language Development: A Review
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In: International Handbook of Language Acquisition ; https://hal.inria.fr/hal-02371233 ; International Handbook of Language Acquisition, 2019 (2019)
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Complexity Reduction in the Negotiation of New Lexical Conventions
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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)
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Complexity Reduction in the Negotiation of New Lexical Conventions ...
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Complexity Reduction in the Negotiation of New Lexical Conventions ...
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Abstract:
In the process of collectively inventing new words for new con-cepts in a population, conflicts can quickly become numerous,in the form of synonymy and homonymy. Remembering all ofthem could cost too much memory, and remembering too fewmay slow down the overall process. Is there an efficient be-havior that could help balance the two? The Naming Game isa multi-agent computational model for the emergence of lan-guage, focusing on the negotiation of new lexical conventions,where a common lexicon self-organizes but going through aphase of high complexity. Previous work has been done onthe control of complexity growth in this particular model, byallowing agents to actively choose what they talk about. How-ever, those strategies were relying on ad hoc heuristics highlydependent on fine-tuning of parameters. We define here a newprincipled measure and a new strategy, based on the beliefsof each agent on the global state of the population. The mea-sure does not rely on heavy computation, and is cognitivelyplausible. ...
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Keyword:
Computational Linguistics; FOS Languages and literature; Linguistics; Social and Behavioral Sciences
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URL: https://psyarxiv.com/ugzfy/ https://dx.doi.org/10.17605/osf.io/ugzfy
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Emergent Jaw Predominance in Vocal Development through Stochastic Optimization
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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)
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How Evolution May Work Through Curiosity-Driven Developmental Process
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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)
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An Alternative to Mapping a Word onto a Concept in Language Acquisition: Pragmatic Frames
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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)
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