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Google wants robots to write their own Python code

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简介Image: Sabrina Ortiz / ZDNETGoogle has unveiled a new approach to using large language models (LLMs)...

Image: Sabrina Ortiz / ZDNET

Google has unveiled a new approach to using large language models (LLMs) that shows how robots can write their own code on the basis of instructions from humans.

The latest work builds on Google's PaLM-SayCan model for robots to understand open-ended prompts from humans and respond reasonably and safely in a physical space. It also builds on OpenAI's GPT-3 LLM and related work in automated code completion, like GitHub's Copilot feature.

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"What if when given instructions from people, robots could autonomously write their own code to interact with the world?" said Google's researchers. The latest generation of language models, such as PaLM, are capable of complex reasoning and have also been trained on millions of lines of code, Google said. "Given natural language instructions, current language models are highly proficient at writing not only generic code but, as we've discovered, code that can control robot actions as well."

Also: Google makes massive commitment to support more languages using AI

Google Research calls its new development "Code as Policies" and asserts that code-writing LLMs can be re-purposed to write robot policy code in response to natural language commands.