ICLR 2024 Workshop LLMAgents Submissions

AutoGen: Enabling Next-Gen LLM Applications via Multi-Agent Conversation
Qingyun Wu, Gagan Bansal, Jieyu Zhang, Yiran Wu, Beibin Li, Erkang Zhu, Li Jiang, Xiaoyun Zhang, Shaokun Zhang, Jiale Liu, Ahmed Hassan Awadallah, Ryen W White, Doug Burger, Chi Wang
- Published: 11 Mar 2024, Last Modified: 10 May 2024
- LLMAgents @ ICLR 2024 Oral
- Readers: Everyone
EcoAssistant: Using LLM Assistants More Affordably and Accurately
Jieyu Zhang, Ranjay Krishna, Ahmed Hassan Awadallah, Chi Wang
- Published: 11 Mar 2024, Last Modified: 15 Mar 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models
Andy Zhou, Kai Yan, Michal Shlapentokh-Rothman, Haohan Wang, Yu-Xiong Wang
- Published: 11 Mar 2024, Last Modified: 15 Mar 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
SceneCraft: An LLM Agent for Synthesizing 3D Scene as Blender Code
Ziniu Hu
- Published: 11 Mar 2024, Last Modified: 15 Mar 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
ArCHer: Training Language Model Agents via Hierarchical Multi-Turn RL
Yifei Zhou, Andrea Zanette, Jiayi Pan, Aviral Kumar, Sergey Levine
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Bring Your Own KG: Self-Supervised Program Synthesis for Zero-Shot KGQA
Dhruv Agarwal, Rajarshi Das, Sopan Khosla, Rashmi Gangadharaiah
- Published: 11 Mar 2024, Last Modified: 15 Mar 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
LLF-Bench: Benchmark for Interactive Learning from Language Feedback
Ching-An Cheng, Andrey Kolobov, Dipendra Misra, Allen Nie, Adith Swaminathan
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
SeeClick: Harnessing GUI Grounding for Advanced Visual GUI Agents
Kanzhi Cheng, Qiushi Sun, Yougang Chu, Fangzhi Xu, Li YanTao, Jianbing Zhang, Zhiyong Wu
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Hierarchical Auto-Organizing System for Open-Ended Multi-Agent Navigation
Zhonghan Zhao, Kewei Chen, Dongxu Guo, Wenhao Chai, Tian Ye, Yanting Zhang, Gaoang Wang
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
TravelPlanner: A Benchmark for Real-World Planning with Language Agents
Jian Xie, Kai Zhang, Jiangjie Chen, Tinghui Zhu, Renze Lou, Yuandong Tian, Yanghua Xiao, Yu Su
- Published: 11 Mar 2024, Last Modified: 15 Mar 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
LLM Reasoners: New Evaluation, Library, and Analysis of Step-by-Step Reasoning with Large Language Models
Shibo Hao, Yi Gu, Haotian Luo, Tianyang Liu, Xiyan Shao, Xinyuan Wang, Shuhua Xie, Haodi Ma, Adithya Samavedhi, Qiyue Gao, Zhen Wang, Zhiting Hu
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
FinMem: A Performance-Enhanced LLM Trading Agent with Layered Memory and Character Design
Haohang Li, Yangyang Yu, Zhi Chen, Yuechen Jiang, Yang Li, Denghui Zhang, Rong Liu, Jordan W. Suchow, Khaldoun Khashanah
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
TPTU-v2: Boosting Task Planning and Tool Usage of Large Language Model-based Agents in Real-world Systems
Yilun Kong, Jingqing Ruan, YiHong Chen, Bin Zhang, Tianpeng Bao, shi shiwei, du guo qing, xiaoru hu, Hangyu Mao, Ziyue Li, Xingyu Zeng, Rui Zhao, Xueqian Wang
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Can Large Language Models be Good Path Planners? A Benchmark and Investigation on Spatial-temporal Reasoning
Mohamed Aghzal, Erion Plaku, Ziyu Yao
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Collaborative LLM-Agents for Editable Driving Scene Simulation
Yuxi Wei, Zi Wang, Yifan Lu, Chenxin Xu, Changxing Liu, Hao Zhao, Siheng Chen, Yanfeng Wang
- Published: 11 Mar 2024, Last Modified: 15 Mar 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Agent Instructs Large Language Models to be General Zero-Shot Reasoners
Nicholas Crispino, Kyle Montgomery, Fankun Zeng, Dawn Song, Chenguang Wang
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Decision-Oriented Dialogue for Human-AI Collaboration
Jessy Lin, Nicholas Tomlin, Jacob Andreas, Jason Eisner
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
WorkArena: How Capable are Web Agents at Solving Common Knowledge Work Tasks?
Alexandre Drouin, Maxime Gasse, Massimo Caccia, Issam H. Laradji, Manuel Del Verme, Tom Marty, Léo Boisvert, Megh Thakkar, Quentin Cappart, David Vazquez, Nicolas Chapados, Alexandre Lacoste
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Plan-Seq-Learn: Language Model Guided RL for Solving Long Horizon Robotics Tasks
Murtaza Dalal, Tarun Chiruvolu, Devendra Singh Chaplot, Ruslan Salakhutdinov
- Published: 11 Mar 2024, Last Modified: 15 Mar 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Towards Self-Improving Language Models for Code Generation
Michaël Defferrard, Corrado Rainone, David W. Zhang, Blazej Manczak, Natasha Butt, Taco Cohen
- Published: 11 Mar 2024, Last Modified: 15 Mar 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Making Retrieval-Augmented Language Models Robust to Irrelevant Context
Ori Yoran, Tomer Wolfson, Ori Ram, Jonathan Berant
- Published: 11 Mar 2024, Last Modified: 15 Mar 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Agent Smith: A Single Image Can Jailbreak One Million Multimodal LLM Agents Exponentially Fast
Xiangming Gu, Xiaosen Zheng, Tianyu Pang, Chao Du, Qian Liu, Ye Wang, Jing Jiang, Min Lin
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Mobile-Agent: Autonomous Multi-Modal Mobile Device Agent with Visual Perception
Junyang Wang, Haiyang Xu, Jiabo Ye, Ming Yan, Weizhou Shen, Ji Zhang, Fei Huang, Jitao Sang
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
FLASK: Fine-grained Language Model Evaluation based on Alignment Skill Sets
Seonghyeon Ye, Doyoung Kim, Sungdong Kim, Hyeonbin Hwang, Seungone Kim, Yongrae Jo, James Thorne, Juho Kim, Minjoon Seo
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone
Recursive Speculative Decoding: Accelerating LLM Inference via Sampling Without Replacement
Wonseok Jeon, Mukul Gagrani, Raghavv Goel, Junyoung Park, Mingu Lee, Christopher Lott
- Published: 11 Mar 2024, Last Modified: 22 Apr 2024
- LLMAgents @ ICLR 2024 Poster
- Readers: Everyone