NeurIPS 2024 Workshop OWA Submissions

ShowUI: One Vision-Language-Action Model for Generalist GUI Agent
Kevin Qinghong Lin, Linjie Li, Difei Gao, Zhengyuan Yang, Zechen Bai, Weixian Lei, Lijuan Wang, Mike Zheng Shou
- Published: 22 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Oral
- Readers: Everyone
Infogent: An Agent-based Framework for Web Information Aggregation
Revanth Gangi Reddy, Sagnik Mukherjee, Jeonghwan Kim, Zhenhailong Wang, Dilek Hakkani Tur, Heng Ji
- Published: 22 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Towards Robust Estimation of Human Intention Hierarchy in Robot Teleoperation
Nikki Lijing Kuang, Songpo Li, Soshi Iba
- Published: 22 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Multimodal Auto Validation For Self-Refinement in Web Agents
Ruhana Azam, Tamer Abuelsaad, Aditya Vempaty, Ashish Jagmohan
- Published: 22 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Policy optimization to align the validity, coherence and efficiency of reasoning agents in multi-turn dialogues
Jeremy Curuksu
- Published: 22 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Windows Agent Arena: Evaluating Multi-Modal OS Agents at Scale
Rogerio Bonatti, Dan Zhao, Dillon Dupont, Sara Abdali, Yinheng Li, Yadong Lu, Justin Wagle, Kazuhito Koishida, Arthur Bucker, Lawrence Keunho Jang, Zheng Hui
- Published: 22 Oct 2024, Last Modified: 23 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Automated Design of Agentic Systems
Shengran Hu, Cong Lu, Jeff Clune
- Published: 22 Oct 2024, Last Modified: 22 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Oral
- Readers: Everyone
RAR-Agent: Retrieval Augmented Reflection Learning from Scratch for Reasoning
Shipeng Xie, HAICHAO ZHU, Da Chen
- Published: 22 Oct 2024, Last Modified: 23 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Agentic Anomaly Detection for Shipping
Alexander Timms, Abigail Langbridge, Fearghal O'Donncha
- Published: 22 Oct 2024, Last Modified: 24 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
LLM2Swarm: Robot Swarms that Responsively Reason, Plan, and Collaborate through LLMs
Volker Strobel, Marco Dorigo, Mario Fritz
- Published: 22 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Lightweight Neural App Control
Filippos Christianos, Georgios Papoudakis, Thomas Coste, Jianye HAO, Jun Wang, Kun Shao
- Published: 22 Oct 2024, Last Modified: 24 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
One-shot World Models Using a Transformer Trained on a Synthetic Prior
Fabio Ferreira, Moreno Schlageter, Raghu Rajan, André Biedenkapp, Frank Hutter
- Published: 22 Oct 2024, Last Modified: 28 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
RAT: Retrieval Augmented Thoughts Elicit Context-Aware Reasoning and Verification in Long-Horizon Generation
Zihao Wang, Anji Liu, Haowei Lin, Jiaqi Li, Xiaojian Ma, Yitao Liang
- Published: 22 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
SEAL: Suite for Evaluating API-use of LLMs
Woojeong Kim, Ashish Jagmohan, Aditya Vempaty
- Published: 22 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Quality-Diversity Self-Play: Open-Ended Strategy Innovation via Foundation Models
Aaron Dharna, Cong Lu, Jeff Clune
- Published: 22 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Zero-shot Whole-Body Humanoid Control via Behavioral Foundation Models
Andrea Tirinzoni, Ahmed Touati, Jesse Farebrother, Mateusz Guzek, Anssi Kanervisto, Yingchen Xu, Alessandro Lazaric, Matteo Pirotta
- Published: 22 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Words as Beacons: Guiding RL Agents with High-Level Language Prompts
Unai Ruiz-Gonzalez, Alain Andres, Pedro G. Bascoy, Javier Del Ser
- Published: 22 Oct 2024, Last Modified: 29 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Chain-of-Imagination for Reliable Instruction Following in Decision Making
Enshen Zhou, Yiran Qin, Zhenfei Yin, Yuzhou Huang, Ruimao Zhang, Lu Sheng, Yu Qiao, Jing Shao
- Published: 22 Oct 2024, Last Modified: 26 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
The Impact of Element Ordering on LM Agent Performance
Wayne Chi, Ameet Talwalkar, Chris Donahue
- Published: 22 Oct 2024, Last Modified: 22 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
DARD: A Multi-Agent Approach for Task-Oriented Dialog Systems
Aman Gupta, Anirudh Ravichandran, Ziji Zhang, Swair Shah, Anurag Beniwal, Narayanan Sadagopan
- Published: 22 Oct 2024, Last Modified: 29 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Towards Autonomous Agents: Adaptive-planning, Reasoning, and Acting in Language Models
Abhishek Dutta, Yen-Che Hsiao
- Published: 22 Oct 2024, Last Modified: 22 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Learning Region-Word Alignment with Attentive Masking for Open-Vocabulary Object Detection
Masoumeh Zareapoor, Pourya Shamsolmoali, Yue Lu
- Published: 22 Oct 2024, Last Modified: 28 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Efficient Reinforcement Learning via Large Language Model-based Search
Siddhant Bhambri, Amrita Bhattacharjee, huan liu, Subbarao Kambhampati
- Published: 22 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
IDS-Agent: An LLM Agent for Explainable Intrusion Detection in IoT Networks
Yanjie Li, Zhen Xiang, Nathaniel D. Bastian, Dawn Song, Bo Li
- Published: 22 Oct 2024, Last Modified: 25 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
A Simplified A Priori Theory Of Meaning, –Nature based AI ‘first principles’–
Marcus Abundis
- Published: 22 Oct 2024, Last Modified: 22 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone