NeurIPS 2024 Workshop OWA Submissions

GTA: A Benchmark for General Tool Agents
Jize Wang, Ma Zerun, Yining Li, Songyang Zhang, Cailian Chen, Kai Chen, Xinyi Le
- Published: 22 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Agent S: An Open Agentic Framework that Uses Computers Like a Human
Saaket Agashe, Jiuzhou Han, Shuyu Gan, Jiachen Yang, Ang Li, Xin Eric Wang
- Published: 22 Oct 2024, Last Modified: 29 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
ROCKET-1: Master Open-World Interaction with Visual-Temporal Context Prompting
Shaofei Cai, Zihao Wang, Kewei Lian, Zhancun Mu, Xiaojian Ma, Anji Liu, Yitao Liang
- Published: 22 Oct 2024, Last Modified: 04 Nov 2024
- NeurIPS 2024 Workshop Open-World Agents Oral
- Readers: Everyone
3D-GRAND: A Million-Scale Dataset for 3D-LLMs with Better Grounding and Less Hallucination
Jianing Yang, Xuweiyi Chen, Nikhil Madaan, Madhavan Iyengar, Shengyi Qian, David Fouhey, Joyce Chai
- Published: 22 Oct 2024, Last Modified: 22 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Semantically Safe Robot Manipulation: From Semantic Scene Understanding to Motion Safeguards
Lukas Brunke, Yanni Zhang, Ralf Römer, Jack Naimer, Nikola Staykov, SiQi Zhou, Angela P. Schoellig
- Published: 22 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Towards Humanoid: Value-Driven Agent Modeling Based on Large Language Models
Xuzheng Chen, Zhangshiyin, Guojie Song
- Published: 22 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
An Efficient Open World Benchmark for Multi-Agent Reinforcement Learning
Eric Ye, Natasha Jaques
- Published: 22 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Planning as Inpainting: A Generative Framework for Realistic Embodied Path Planning
Cheng-Fu Yang, Haoyang Xu, Te-Lin Wu, Xiaofeng Gao, Kai-Wei Chang, Feng Gao
- Published: 22 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
In-Context Imitation Learning via Next-Token Prediction
Letian Fu, Huang Huang, Gaurav Datta, Lawrence Yunliang Chen, William Chung-Ho Panitch, Fangchen Liu, Hui Li, Ken Goldberg
- Published: 22 Oct 2024, Last Modified: 29 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
LLMs Still Can't Plan; Can LRMs? A Preliminary Evaluation of OpenAI's o1 on PlanBench
Karthik Valmeekam, Kaya Stechly, Subbarao Kambhampati
- Published: 22 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
RefactorBench: Evaluating Stateful Reasoning In Language Agents Through Code
Dhruv Gautam, Spandan Garg, Jinu Jang, Neel Sundaresan, Roshanak Zilouchian Moghaddam
- Published: 22 Oct 2024, Last Modified: 29 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Automating Thought of Search: A Journey Towards Soundness and Completeness
Daniel Yiming Cao, Michael Katz, Harsha Kokel, Kavitha Srinivas, Shirin Sohrabi
- Published: 22 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
From Context to Action: Analysis of the Impact of State Representation and Context on the Generalization of Multi-Turn Web Navigation Agents
Nalin Tiwary, Vardhan Dongre, Sanil Arun Chawla, Ashwin Lamani, Dilek Hakkani Tur
- Published: 22 Oct 2024, Last Modified: 22 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
RH20T-P: A Primitive-Level Robotic Manipulation Dataset Towards Composable Generalization Agents in Real-world Scenarios
Zeren Chen, Zhelun Shi, Xiaoya Lu, Lehan He, Sucheng Qian, Zhenfei Yin, Wanli Ouyang, Jing Shao, Yu Qiao, Cewu Lu, Lu Sheng
- Published: 22 Oct 2024, Last Modified: 22 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
MASAI: Modular Architecture for Software-engineering AI Agents
Nalin Wadhwa, Atharv Sonwane, Daman Arora, Abhav Mehrotra, Saiteja Utpala, Ramakrishna B Bairi, Aditya Kanade, Nagarajan Natarajan
- Published: 22 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Collective Wisdom in Language Models: Harnessing LLM-Swarm for Agile Project Management
Tahmid Hussain, Tashin Ahmed, Md Shahedul Haque, Mohammad Rifat Ahmmad Rashid
- Published: 22 Oct 2024, Last Modified: 01 Nov 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Hypothetical Minds: Scaffolding Theory of Mind for Multi-Agent Tasks with Large Language Models
Logan Cross, Violet Xiang, Agam Bhatia, Daniel LK Yamins, Nick Haber
- Published: 22 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Oral
- Readers: Everyone
Language Models and Symbolic Planners can Infer Action Semantics through Environment Feedback
Wang Bill Zhu, Ishika Singh, Robin Jia, Jesse Thomason
- Published: 22 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
REGENT: A Retrieval-Augmented Generalist Agent That Can Act In-Context in New Environments
Kaustubh Sridhar, Souradeep Dutta, Dinesh Jayaraman, Insup Lee
- Published: 22 Oct 2024, Last Modified: 30 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Generalized Open-World Semi-Supervised Object Detection
Garvita Allabadi, Ana Lucic, Siddarth Aananth, Tiffany Yang, Yu-Xiong Wang, Vikram S. Adve
- Published: 22 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Learning to Bridge the Gap: Efficient Novelty Recovery with Planning and Reinforcement Learning
Alicia Li, Nishanth Kumar, Tomás Lozano-Pérez, Leslie Pack Kaelbling
- Published: 22 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Cognitive Planning for Object Goal Navigation using Generative AI Models
Arjun P S, Andrew Melnik, Gora Chand Nandi
- Published: 22 Oct 2024, Last Modified: 22 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Fine-Tuning Web Agents: It Works, But It's Trickier Than You Think
Massimo Caccia, Megh Thakkar, Léo Boisvert, Thibault Le Sellier de Chezelles, Alexandre Piché, Nicolas Chapados, Alexandre Drouin, Maxime Gasse, Alexandre Lacoste
- Published: 22 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Improving Decision-Making in Open-World Agents with Conformal Prediction and Monty Hall
Harit Vishwakarma, Alan Mishler, Thomas Cook, Niccolo Dalmasso, Natraj Raman, Sumitra Ganesh
- Published: 22 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone
Sliding Puzzles Gym: A Scalable Benchmark for State Representation in Visual Reinforcement Learning
Bryan Lincoln Marques de Oliveira, Bruno Brandão, Murilo Lopes da Luz, Luana Guedes Barros Martins, Telma Woerle de Lima Soares, Luckeciano Carvalho Melo
- Published: 22 Oct 2024, Last Modified: 31 Oct 2024
- NeurIPS 2024 Workshop Open-World Agents Poster
- Readers: Everyone