This Google Model Combines Reasoning and Acting in a Single Language Model
ReAct provides an architecture that triggers actions based on language reasoning paths.
I recently started an AI-focused educational newsletter, that already has over 150,000 subscribers. TheSequence is a no-BS (meaning no hype, no news etc) ML-oriented newsletter that takes 5 minutes to read. The goal is to keep you up to date with machine learning projects, research papers and concepts. Please give it a try by subscribing below:
Reasoning has been one of the emerging capabilities we have seen in the new generation of language pretrained models. Neural network architectures such as GPT-3 or PaLM have excelled in reasoning tasks such as question-answering or even solving mathematical problems. However, most language model still failed to translate reasoning into direct action in a given environment. On the other hand, we have seen models in areas such as embodied tasks or gaming that are incredible efficient at interacting with an environment. Can we combine the two…
