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Federico Carnevale

2 accepted papers

2022

Intra-agent speech permits zero-shot task acquisition

NeurIPS 2022accept

Human language learners are exposed to a trickle of informative, context-sensitive language, but a flood of raw sensory data. Through both social language use and internal processes of rehearsal and practice, language learners are able to build high-level, semantic representations that explain their…

Cited by 11SourcePDFScholar
2020

Probing Emergent Semantics in Predictive Agents via Question Answering

ICML 2020poster

Recent work has shown how predictive modeling can endow agents with rich knowledge of their surroundings, improving their ability to act in complex environments. We propose question-answering as a general paradigm to decode and understand the representations that such agents develop, applying our me…

Cited by 22SourcePDFScholar