A survey on large language model based autonomous agents

L Wang, C Ma, X Feng, Z Zhang, H Yang… - Frontiers of Computer …, 2024‏ - Springer
Autonomous agents have long been a research focus in academic and industry
communities. Previous research often focuses on training agents with limited knowledge …

The rise and potential of large language model based agents: A survey

Z **, W Chen, X Guo, W He, Y Ding, B Hong… - Science China …, 2025‏ - Springer
For a long time, researchers have sought artificial intelligence (AI) that matches or exceeds
human intelligence. AI agents, which are artificial entities capable of sensing the …

Qwen technical report

J Bai, S Bai, Y Chu, Z Cui, K Dang, X Deng… - arxiv preprint arxiv …, 2023‏ - arxiv.org
Large language models (LLMs) have revolutionized the field of artificial intelligence,
enabling natural language processing tasks that were previously thought to be exclusive to …

A comprehensive overview of large language models

H Naveed, AU Khan, S Qiu, M Saqib, S Anwar… - arxiv preprint arxiv …, 2023‏ - arxiv.org
Large Language Models (LLMs) have recently demonstrated remarkable capabilities in
natural language processing tasks and beyond. This success of LLMs has led to a large …

[HTML][HTML] Empowering biomedical discovery with AI agents

S Gao, A Fang, Y Huang, V Giunchiglia, A Noori… - Cell, 2024‏ - cell.com
We envision" AI scientists" as systems capable of skeptical learning and reasoning that
empower biomedical research through collaborative agents that integrate AI models and …

A survey on the memory mechanism of large language model based agents

Z Zhang, X Bo, C Ma, R Li, X Chen, Q Dai, J Zhu… - arxiv preprint arxiv …, 2024‏ - arxiv.org
Large language model (LLM) based agents have recently attracted much attention from the
research and industry communities. Compared with original LLMs, LLM-based agents are …

Metatool benchmark for large language models: Deciding whether to use tools and which to use

Y Huang, J Shi, Y Li, C Fan, S Wu, Q Zhang… - arxiv preprint arxiv …, 2023‏ - arxiv.org
Large language models (LLMs) have garnered significant attention due to their impressive
natural language processing (NLP) capabilities. Recently, many studies have focused on …

Knowledgpt: Enhancing large language models with retrieval and storage access on knowledge bases

X Wang, Q Yang, Y Qiu, J Liang, Q He, Z Gu… - arxiv preprint arxiv …, 2023‏ - arxiv.org
Large language models (LLMs) have demonstrated impressive impact in the field of natural
language processing, but they still struggle with several issues regarding, such as …

Doraemongpt: Toward understanding dynamic scenes with large language models (exemplified as a video agent)

Z Yang, G Chen, X Li, W Wang, Y Yang - arxiv preprint arxiv:2401.08392, 2024‏ - arxiv.org
The field of AI agents is advancing at an unprecedented rate due to the capabilities of large
language models (LLMs). However, LLM-driven visual agents mainly focus on solving tasks …

From prompt injections to sql injection attacks: How protected is your llm-integrated web application?

R Pedro, D Castro, P Carreira, N Santos - arxiv preprint arxiv:2308.01990, 2023‏ - arxiv.org
Large Language Models (LLMs) have found widespread applications in various domains,
including web applications, where they facilitate human interaction via chatbots with natural …