Multi-Agent AI in the Real World Workshop
@ AAAI 2025
Monday, March 3, 2025 - Philadelphia Convention Center, Room 118A
Monday, March 3, 2025 - Philadelphia Convention Center, Room 118A
We have the following tracks at the AAAI Workshop on MARW:
TRACK 1: Short Research Paper Track of 4 pages
TRACK 2: Long Research Paper Track of 8 pages
TRACK 3: Special Research Paper Track for Multimodal Agents in the Real World for 4-8 pages
TRACK 4: Survey Paper Track of 4-8 pages
The 3 research tracks cover papers on learning algorithms, evaluation, explainability, and benchmarks of collaborating AI Agents with humans or other AI agents and competing AI Agents with other AI Agents. The survey paper track is aimed at grounding knowledge in AI Agents. Accepted survey papers will be consolidated by the academic-research industry coalition of AI Agents researchers for a joint survey paper submission to JMLR. Further details and workshop track announcements will be available at https://sites.google.com/view/marw-ai-agents.
The advent of AI Agents in real-world decision making applications has made it important to ground the knowledge of AI Agents research focusing on Human-AI and AI-AI interaction. Such AI Agents can be personalized to assist humans in day-to-day tasks and can help improve planning, reasoning, navigation with AI models, especially large models to serve many use cases and are capable of taking actions in order to perform tasks aligned to humans’ goals.
The focus of this AAAI workshop is to highlight evolving AI Agents research based on many Machine Learning (ML), Game Theory (GT) and Operations Research (OR) paradigms such as:
Multi-Agent Deep Reinforcement Learning
Multi-Agent Imitation Learning
Multi-Agent Meta Learning
Multi-Agent Self-Supervised Learning
Multi-Agent Semi-Supervised Learning
Game Theory
Computational Social Choice
Multi-Task Learning
Goal-Conditioned Learning
Transfer Learning
Continual Learning and Open-Ended Learning
Curriculum Learning
Theoretical Research on AI Agents for real world deployment
Any other ML/GT/OR agentic paradigms
Research papers at this AAAI workshop can highlight AI Agents research in real-world applications like:
Robotics
Augmented Reality
Self-Driving Cars
Fitness
Web Agents
Supply Chain Orchestration
Climate Conservation
Recommender Systems
E-Commerce and Advertising
Any other Agentic Applications in the real world
We are looking for experts in AI Agents to volunteer for reviewing submissions to MARW! If you are interested, please fill out the Google Form:
There will be awards and recognition for the best reviewers, check back soon for more details!
We are no longer searching for reviewers. Thank you to all the reviewers who volunteered their time to make the review process a resounding success!