4. LLM Agents for Psychology: A Study on Gamified Assessments 本文主要探讨了如何利用大型语言模型(LLMs)来进行心理学评估,特别是通过游戏化的方式。论文提出了PsychoGAT(Psychological Game AgenTs),这是一种通用的心理学评估游戏化方法。主要观点是强大的LLMs可以同时充当熟练的心理学家和创新的游戏设计师。通过...
27. Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View 链接:https://aclanthology.org/2024.acl-long.782.pdf 简介:这篇文章主要研究了大型语言模型(LLMs)在多代理社会中的合作机制。通过构建一个多代理社会模拟框架,文章研究了不同特质和思考模式下的LLM代理之间的合作。实验结果表明,...
Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View Jintian Zhang, Xin Xu, Shumin Deng.[abs], 2023.10 Lumos: Learning Agents with Unified Data, Modular Design, and Open-Source LLMs Da Yin, Faeze Brahman, Abhilasha Ravichander, Khyathi Chandu, Kai-Wei Chang, Yejin Choi...
structured_llm_router=llm.with_structured_output(RouteQuery)#Promptsystem ="""You are an expert at routing a user question to a arxiv_search or wikipedia or llm_search. The arxiv_search contains documents related to research papers about ai agents and LLMS. Use the wikipedia for questions o...
Code for the paper "Exploring Collaboration Mechanisms for LLM Agents: A Social Psychology View". The Society of Mind (SoM): the emergence of intelligence from collaborative and communicative computational modules, enabling humans to collaborate and complete complex tasks effectively Societies of LLM ag...
"For causal reasoning and intuitive psychology, the models needed to infer relationships between events or understand the preferences of other agents. We then evaluated their basic performance and compared them to human participants that took part in the same experiments." ...
The surprising intelligence of LLMs sheds light on employing LLMs as the cognitive core of agents, thereby offering the potential to improve planning ability. Numerous methodologies have been developed to harness the potential of LLMs for agent planning. While existing surveys have attempted to ...
- by - Psychology Today / 2024-11-29🔍 Marc Benioff thinks we've reached the 'upper limits' of LLMs — the future, he says, is AI agents马克·贝尼奥夫认为我们已经达到了大型语言模型的“上限”,未来是人工智能代理。 - by - Business Insider / 2024-11-24#ai资讯# LPromptEngineer的微博...
[29] Kiran Ramesh, Surya Ravishankaran, Abhishek Joshi, and K. Chandrasekaran. 2017. A Survey of Design Techniques for Conversational Agents. In Information, Communication and Computing Technology, Saroj Kaushik, Daya Gupta, Latika Kharb, and Deepak Chahal (Eds.). Springer Singapore, Singa...
Additionally, Sotopia [14] provides an interactive benchmark for assessing social intelligence and evaluating the ability of agents to achieve social goals in a multidimensional manner. Similarly, advancements in vision-based AI have enhanced emotion recognition and the analysis of social interactions, ...