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Petko Georgiev

2 accepted papers

2022

A data-driven approach for learning to control computers

ICML 2022spotlight

It would be useful for machines to use computers as humans do so that they can aid us in everyday tasks. This is a setting in which there is also the potential to leverage large-scale expert demonstrations and human judgements of interactive behaviour, which are two ingredients that have driven much…

Cited by 119SourcePDFScholar
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