Collaborating with language models for embodied reasoning

no code implementations • 1 Feb 2023 • Ishita Dasgupta, Christine Kaeser-Chen, Kenneth Marino, Arun Ahuja, Sheila Babayan, Felix Hill, Rob Fergus

On the other hand, Large Scale Language Models (LSLMs) have exhibited strong reasoning ability and the ability to to adapt to new tasks through in-context learning.

Language Modelling reinforcement-learning +1

Learning to Navigate Wikipedia by Taking Random Walks

no code implementations • 31 Oct 2022 • Manzil Zaheer, Kenneth Marino, Will Grathwohl, John Schultz, Wendy Shang, Sheila Babayan, Arun Ahuja, Ishita Dasgupta, Christine Kaeser-Chen, Rob Fergus

A fundamental ability of an intelligent web-based agent is seeking out and acquiring new information.

Fact Verification Navigate +1