the agents in are initialized based on the participant demographic backgrounds in real-world survey datasets. The dataset alignment method can accurately capture the attributes of
LLM-based autonomous agents can promote this domain by leveraging their impressive human-like understanding, thinking and task solving capabilities. In the following, we discuss several key areas that can be affected by LLM-based autonomous agents....
Finally, we delve into the evaluation strategies commonly used for LLM-based autonomous agents. Based on the previous studies, we also present several challenges and future directions in this field. To keep track of this field and continuously update our survey, we maintain a repository of ...
Recently, through the acquisition of vast amounts of Web knowledge, large language models (LLMs) have shown potential in human-level intelligence, leading to a surge in research on LLM-based autonomous agents. In this paper, we present a comprehensive survey of these studies, delivering a ...
OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use [🌐 Website] • [📜 Paper] • [🐱 GitHub]• [ Zhihu]• [ OpenReview]• [ Twitter] This is the repo for the paper "OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Brows...
OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Browser Use [🌐 Website] • [📜 Paper] • [🐱 GitHub]• [ Zhihu]• [ OpenReview]• [ Twitter] This is the repo for the paper "OS Agents: A Survey on MLLM-based Agents for Computer, Phone and Brows...
Some agents can be seen in the real world—as robots, automated drones, or self-driving cars. Others are purely software-based, running inside computers to complete tasks. The actual aspect, components, and interface of each AI agent vary widely depending on the task it's meant to work on...
Finally, Section 9 concludes the survey, offering insights into future directions in this field.2 Taxonomy As the research on the planning ability of LLM-based agents presents a flourishing scene, various methods have been proposed to exploit the upper limit of planning ability. To have a better...
LLM agents As a result of the massive potential of LLM agents, there has recently been a boom in research efforts in this area. However, as yet, there is no survey that systematically summarizes the relevant works, discusses the unresolved issues, and provides a glimpse into important research...
8largelanguagemodels(LLMs)thatexcelinmedicalquestionansweringbench- 2marks.However,theirreal-worldclinicalapplicationremainslimitedduetothe complexitiesofdoctor-patientinteractions.Toaddressthis,weintroduceAIHos- ] Lpital,amulti-agentframeworksimulatingdynamicmedicalinteractionsbetween ...