A survey on large language model based autonomous agents
Autonomous agents have long been a research focus in academic and industry
communities. Previous research often focuses on training agents with limited knowledge …
communities. Previous research often focuses on training agents with limited knowledge …
The rise and potential of large language model based agents: A survey
For a long time, humanity has pursued artificial intelligence (AI) equivalent to or surpassing
the human level, with AI agents considered a promising vehicle for this pursuit. AI agents are …
the human level, with AI agents considered a promising vehicle for this pursuit. AI agents are …
Communicative agents for software development
Software engineering is a domain characterized by intricate decision-making processes,
often relying on nuanced intuition and consultation. Recent advancements in deep learning …
often relying on nuanced intuition and consultation. Recent advancements in deep learning …
Exploring large language model based intelligent agents: Definitions, methods, and prospects
Intelligent agents stand out as a potential path toward artificial general intelligence (AGI).
Thus, researchers have dedicated significant effort to diverse implementations for them …
Thus, researchers have dedicated significant effort to diverse implementations for them …
Gpt-4v in wonderland: Large multimodal models for zero-shot smartphone gui navigation
We present MM-Navigator, a GPT-4V-based agent for the smartphone graphical user
interface (GUI) navigation task. MM-Navigator can interact with a smartphone screen as …
interface (GUI) navigation task. MM-Navigator can interact with a smartphone screen as …
Dspy: Compiling declarative language model calls into self-improving pipelines
O Khattab, A Singhvi, P Maheshwari, Z Zhang… - arXiv preprint arXiv …, 2023 - arxiv.org
The ML community is rapidly exploring techniques for prompting language models (LMs)
and for stacking them into pipelines that solve complex tasks. Unfortunately, existing LM …
and for stacking them into pipelines that solve complex tasks. Unfortunately, existing LM …
Avalon's game of thoughts: Battle against deception through recursive contemplation
Recent breakthroughs in large language models (LLMs) have brought remarkable success
in the field of LLM-as-Agent. Nevertheless, a prevalent assumption is that the information …
in the field of LLM-as-Agent. Nevertheless, a prevalent assumption is that the information …
Competeai: Understanding the competition behaviors in large language model-based agents
Large language models (LLMs) have been widely used as agents to complete different
tasks, such as personal assistance or event planning. While most work has focused on …
tasks, such as personal assistance or event planning. While most work has focused on …
Surrealdriver: Designing generative driver agent simulation framework in urban contexts based on large language model
Y Jin, X Shen, H Peng, X Liu, J Qin, J Li, J Xie… - arXiv preprint arXiv …, 2023 - arxiv.org
Simulation plays a critical role in the research and development of autonomous driving and
intelligent transportation systems. However, the current simulation platforms exhibit …
intelligent transportation systems. However, the current simulation platforms exhibit …
[HTML][HTML] LLMs in e-commerce: a comparative analysis of GPT and LLaMA models in product review evaluation
E-commerce has witnessed remarkable growth, especially following the easing of COVID-19
restrictions. Many people, who were initially hesitant about online shopping, have now …
restrictions. Many people, who were initially hesitant about online shopping, have now …