Generative Agents

4 Posts

Scalable, Instructable, Multiworld Agent

One Agent, Many Environments: SIMA, a system that understands and plays diverse 3D video games

AI agents are typically designed to operate a particular software environment. Recent work enabled a single agent to take actions in a variety of three-dimensional virtual worlds.

Generative Agents

Cutting the Cost of Pretrained Models: FrugalGPT, a method to cut AI costs and maintain quality

Research aims to help users select large language models that minimize expenses while maintaining quality.

Generative Agents

Learning Language by Exploration: Agent develops language skills through simulated exploration tasks

Machine learning models typically learn language by training on tasks like predicting the next word in a given text. Researchers trained a language model in a less focused, more human-like way.

Generative Agents

LLMs Get a Life: The generative agents that mimic human behavior in a simulated town

Large language models increasingly reply to prompts with a believably human response. Can they also mimic human behavior?

Generative Agents

One Agent, Many Environments: SIMA, a system that understands and plays diverse 3D video games

Cutting the Cost of Pretrained Models: FrugalGPT, a method to cut AI costs and maintain quality

Learning Language by Exploration: Agent develops language skills through simulated exploration tasks

LLMs Get a Life: The generative agents that mimic human behavior in a simulated town

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