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The ART of LLM Refinement: Ask, Refine, Trust
Kumar Shridhar, Koustuv Sinha, Andrew Cohen, Tianlu Wang, Ping Yu, Ramakanth Pasunuru, Mrinmaya Sachan, Jason E Weston, Asli Celikyilmaz
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
VisualWebArena: Evaluating Multimodal Agents on Realistic Visual Web Tasks
Jing Yu Koh, Robert Lo, Lawrence Jang, Vikram Duvvur, Ming Chong Lim, Po-Yu Huang, Graham Neubig, Shuyan Zhou, Ruslan Salakhutdinov, Daniel Fried
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
A-CONECT: Designing AI-based Conversational Chatbot for Early Dementia Intervention
Junyuan Hong, Wenqing Zheng, Han Meng, Siqi Liang, Anqing Chen, Hiroko H. Dodge, Jiayu Zhou, Zhangyang Wang
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
REX: Rapid Exploration and eXploitation for AI agents
Rithesh R N, Shelby Heinecke, Juan Carlos Niebles, Zhiwei Liu, Le Xue, Weiran Yao, Yihao Feng, Zeyuan Chen, Akash Gokul, Devansh Arpit, Ran Xu, Phil L Mui, Huan Wang, Caiming Xiong, Silvio Savarese
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
OpenFMNav: Towards Open-Set Zero-Shot Object Navigation via Vision-Language Foundation Models
Yuxuan Kuang, Hai Lin, Meng Jiang
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Efficient Human-AI Coordination via Preparatory Language-based Convention
Cong Guan, Lichao Zhang, Chunpeng Fan, Yi-Chen Li, Feng Chen, Lihe Li, Yunjia Tian, Lei Yuan, Yang Yu
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Uncertainty of Thoughts: Uncertainty-Aware Planning Enhances Information Seeking in Large Language Models
Zhiyuan Hu, Chumin Liu, Xidong Feng, Yilun Zhao, See-Kiong Ng, Anh Tuan Luu, Junxian He, Pang Wei Koh, Bryan Hooi
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
LangProp: A code optimization framework using Large Language Models applied to driving
Shu Ishida, Gianluca Corrado, George Fedoseev, Hudson Yeo, Lloyd Russell, Jamie Shotton, Joao F. Henriques, Anthony Hu
- Published: 11 Mar 2024, Last Modified: 15 Mar 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
The Wisdom of Partisan Crowds: Comparing Collective Intelligence in Humans and LLM-based Agents
Yun-Shiuan Chuang, Nikunj Harlalka, Siddharth Suresh, Agam Goyal, Robert D. Hawkins, Sijia Yang, Dhavan V. Shah, Junjie Hu, Timothy T. Rogers
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Simulating Opinion Dynamics with Networks of LLM-based Agents
Yun-Shiuan Chuang, Agam Goyal, Nikunj Harlalka, Siddharth Suresh, Robert D. Hawkins, Sijia Yang, Dhavan V. Shah, Junjie Hu, Timothy T. Rogers
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
If LLM Is the Wizard, Then Code Is the Wand: A Survey on How Code Empowers Large Language Models to Serve as Intelligent Agents
Ke Yang, Jiateng Liu, John Wu, Chaoqi Yang, Yi Fung, Sha Li, Zixuan Huang, Xu Cao, Xingyao Wang, Heng Ji, ChengXiang Zhai
- Published: 11 Mar 2024, Last Modified: 15 Mar 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Data-Copilot: Bridging Billions of Data and Humans with Autonomous Workflow
Wenqi Zhang, Yongliang Shen, Weiming Lu, Yueting Zhuang
- Published: 11 Mar 2024, Last Modified: 23 Apr 2024
- LLMAgents @ ICLR 2024 Oral
- Readers: Everyone
Large Language Models can Strategically Deceive their Users when Put Under Pressure
Jérémy Scheurer, Mikita Balesni, Marius Hobbhahn
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Oral
- Readers: Everyone
On the Road with GPT-4V(ision): Explorations of Utilizing Visual-Language Model as Autonomous Driving Agent
Licheng Wen, Xuemeng Yang, Daocheng Fu, Xiaofeng Wang, Pinlong Cai, Xin Li, Tao MA, Yingxuan Li, Linran XU, Dengke Shang, Zheng Zhu, Shaoyan Sun, Yeqi BAI, Xinyu Cai, Min Dou, Shuanglu Hu, Botian Shi, Yu Qiao
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
AutoAct: Automatic Agent Learning from Scratch for QA via Self-Planning
Shuofei Qiao, Ningyu Zhang, Runnan Fang, Yujie Luo, Wangchunshu Zhou, Yuchen Eleanor Jiang, chengfei lv, Huajun Chen
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Oral
- Readers: Everyone
EASYTOOL: Enhancing LLM-based Agents with Concise Tool Instruction
Siyu Yuan, Kaitao Song, Jiangjie Chen, Xu Tan, Yongliang Shen, Kan Ren, Dongsheng Li, Deqing Yang
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
S-Agents: Self-organizing Agents in Open-ended Environments
Jiaqi Chen, Yuxian Jiang, Jiachen Lu, Li Zhang
- Published: 11 Mar 2024, Last Modified: 28 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
TaskBench: Benchmarking Large Language Models for Task Automation
Yongliang Shen, Kaitao Song, Xu Tan, Wenqi Zhang, Kan Ren, Siyu Yuan, Weiming Lu, Dongsheng Li, Yueting Zhuang
- Published: 11 Mar 2024, Last Modified: 23 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
An Embodied Generalist Agent in 3D World
Jiangyong Huang, Silong Yong, Xiaojian Ma, Xiongkun Linghu, Puhao Li, Yan Wang, Qing Li, Song-Chun Zhu, Baoxiong Jia, Siyuan Huang
- Published: 11 Mar 2024, Last Modified: 15 Mar 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Controlling Large Language Model-based Agents for Large-Scale Decision-Making: An Actor-Critic Approach
Bin Zhang, Hangyu Mao, Jingqing Ruan, Ying Wen, Yang Li, Shao Zhang, Zhiwei Xu, Dapeng Li, Ziyue Li, Rui Zhao, Guoliang Fan, Lijuan Li
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Empowering Autonomous Driving with Large Language Models: A Safety Perspective
Yixuan Wang, Ruochen Jiao, Simon Sinong Zhan, Chengtian Lang, Chao Huang, Zhaoran Wang, Zhuoran Yang, Qi Zhu
- Published: 11 Mar 2024, Last Modified: 25 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone

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