Intra-agent speech permits zero-shot task acquisition

no code implementations • 7 Jun 2022 • Chen Yan, Federico Carnevale, Petko Georgiev, Adam Santoro, Aurelia Guy, Alistair Muldal, Chia-Chun Hung, Josh Abramson, Timothy Lillicrap, Gregory Wayne

Human language learners are exposed to a trickle of informative, context-sensitive language, but a flood of raw sensory data.

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Probing Emergent Semantics in Predictive Agents via Question Answering

no code implementations • ICML 2020 • Abhishek Das, Federico Carnevale, Hamza Merzic, Laura Rimell, Rosalia Schneider, Josh Abramson, Alden Hung, Arun Ahuja, Stephen Clark, Gregory Wayne, Felix Hill

Recent work has shown how predictive modeling can endow agents with rich knowledge of their surroundings, improving their ability to act in complex environments.

Decoder Question Answering