[HTML][HTML] 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 …
Large language model based multi-agents: A survey of progress and challenges
Large Language Models (LLMs) have achieved remarkable success across a wide array of
tasks. Due to the impressive planning and reasoning abilities of LLMs, they have been used …
tasks. Due to the impressive planning and reasoning abilities of LLMs, they have been used …
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 …
On generative agents in recommendation
Recommender systems are the cornerstone of today's information dissemination, yet a
disconnect between offline metrics and online performance greatly hinders their …
disconnect between offline metrics and online performance greatly hinders their …
Cognitive architectures for language agents
Recent efforts have incorporated large language models (LLMs) with external resources (eg,
the Internet) or internal control flows (eg, prompt chaining) for tasks requiring grounding or …
the Internet) or internal control flows (eg, prompt chaining) for tasks requiring grounding or …
Identifying the risks of lm agents with an lm-emulated sandbox
Recent advances in Language Model (LM) agents and tool use, exemplified by applications
like ChatGPT Plugins, enable a rich set of capabilities but also amplify potential risks-such …
like ChatGPT Plugins, enable a rich set of capabilities but also amplify potential risks-such …
Language agents with reinforcement learning for strategic play in the werewolf game
Agents built with large language models (LLMs) have recently achieved great
advancements. However, most of the efforts focus on single-agent or cooperative settings …
advancements. However, most of the efforts focus on single-agent or cooperative settings …
Metaagents: Simulating interactions of human behaviors for llm-based task-oriented coordination via collaborative generative agents
Significant advancements have occurred in the application of Large Language Models
(LLMs) for various tasks and social simulations. Despite this, their capacities to coordinate …
(LLMs) for various tasks and social simulations. Despite this, their capacities to coordinate …
Agentcf: Collaborative learning with autonomous language agents for recommender systems
Recently, there has been an emergence of employing LLM-powered agents as believable
human proxies, based on their remarkable decision-making capability. However, existing …
human proxies, based on their remarkable decision-making capability. However, existing …
Digital life project: Autonomous 3d characters with social intelligence
In this work we present Digital Life Project a framework utilizing language as the universal
medium to build autonomous 3D characters who are capable of engaging in social …
medium to build autonomous 3D characters who are capable of engaging in social …