AAAI 2025 Workshop MARW Submissions

LLM-Powered Decentralized Generative Agents with Adaptive Hierarchical Knowledge Graph for Cooperative Planning
Hanqing Yang, Jingdi Chen, Marie Siew, Tania Lorido Botran, Carlee Joe-Wong
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Unraveling Complex Sequential Social Dilemmas: In a Risky World with A2C Decision Transformer
Ashish Panchal, Vandith Pamuru
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
TradingAgents: Multi-Agents LLM Financial Trading Framework
Yijia Xiao, Edward Sun, Di Luo, Wei Wang
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Robust Policy Design in Agent-Based Simulators using Adversarial Reinforcement Learning
Akash Agrawal, Joel Dyer, Aldo Glielmo, Michael J. Wooldridge
- Published: 25 Feb 2025, Last Modified: 30 Mar 2025
- MARW at AAAI 2025
- Readers: Everyone
MULTI-MODAL CONTRASTIVE TRAINING FOR ROBUST VQA
Mitra Tajrobehkar
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Mean-Field Sampling for Cooperative Multi-Agent Reinforcement Learning
Emile Timothy Anand, Ishani Karmarkar, Guannan Qu
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Multi-Agent Decision S4: Leveraging State Space Models for Offline Multi-Agent Reinforcement Learning
Ashmita Bhattacharya, Malyaban Bal
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Learning Multi-Agent Multi-Machine Tending by Mobile Robots
Abdalwhab Abdalwhab, Giovanni Beltrame, Samira Ebrahimi Kahou, David St-Onge
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Improving Real-World Applicability of Networked Mean-Field Games using Function Approximation and Empirical Mean-Field Estimation
Patrick Benjamin, Alessandro Abate
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Multi-Agent Collaboration in Incident Response with Large Language Models
Zefang Liu
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
The First International Maritime Capture the Flag Competition: Lessons Learned and Future Directions
Prithviraj Dasgupta, John Kliem, Zachary Serlin, Michael Novitzky, Jordan Beason, Tyler Errico, Michael Benjamin, Tyler Paine, Peter Crowley, Simon Mark Lucas, James Chao, Wiktor Mateusz Piotrowski, Gautham Dixit, Matthew Leprell, Jeffrey Richley, Christopher Tucker, Abdullah Alamar, Katsuki Ohto, John Meo
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
GitTemporalAI: Leveraging Temporal Knowledge Graphs and LLMs for Multi-Agent Repository Intelligence
Dongsheng Luo, Raju Rangaswami, Amir Rahmati, Erez Zadok
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Aligning Compound AI Systems via System-level DPO
Xiangwen Wang, Yibo Jacky Zhang, Zhoujie Ding, Katherine Tsai, Sanmi Koyejo
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Two-Player Zero-Sum Differential Games with One-Sided Information
Mukesh Ghimire, Zhe Xu, Yi Ren
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Converging to Stability in Two-Sided Bandits: The Case of Unknown Preferences on Both Sides of a Matching Market
Gaurab Pokharel, Sanmay Das
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Accelerating Manufacturing Scale-Up from Material Discovery Using Agentic Web Navigation and Retrieval-Augmented AI for Process Engineering Schematics Design
Sagar Srinivas Sakhinana, Akash Das, Shivam Gupta, Venkataramana Runkana
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Scaling Multi-Agent RL through Mean Field Games and Incremental Learning
Max Balsells, Aleix Segui Ugalde, Artur Żółkowski
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Multi-Agent Reinforcement Learning with Long-Term Performance Objectives for Service Workforce Optimization
Kareem Eissa, Rayal Prasad, Sarith Mohan, Ankur Kapoor, Dorin Comaniciu, Vivek Kumar Singh
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Centralized Policy Learning for Consensus Control of Connected and Automated Vehicles
Sidra Ghayour Bhatti, Qadeer Ahmed, Pie Yu Chang, Nur Uddin Javed
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
MobileAgentBench: An Efficient and User-Friendly Benchmark for Mobile LLM Agents
Luyuan Wang, Yongyu Deng, Yiwei Zha, Guodong Mao, Qinmin Wang, Tianchen Min, Wei Chen, Shoufa Chen
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Dynamics as Prompts: In-Context Learning for Sim-to-Real System Identifications
Shiqi Liu, Xilun Zhang, Peide Huang, William Han, Yiqi Lyu, Mengdi Xu, Ding Zhao
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Learning Robust Policies via Interpretable Hamilton-Jacobi Reachability-Guided Disturbances
Hanyang Hu, Xilun Zhang, Xubo Lyu, Mo Chen
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone
Value of Assistance for Grasping
Mohammad Masarwy, Yuval Goshen, David Dovrat, Sarah Keren
- Published: 25 Feb 2025, Last Modified: 25 Feb 2025
- MARW at AAAI 2025
- Readers: Everyone