[CFP] Multi-Agent Path Finding Workshop @ AAAI 2025

[Chen Zhe]

The Sixth International Workshop on Multi-Agent Path Finding

Part of the 39th AAAI Conference on Artificial Intelligence  (AAAI) 2025

Philadelphia, Pennsylvania, USA

Workshop URL: https://womapf.github.io/aaai-25/

Multi-Agent Path Finding (MAPF) involves computing collision-free paths for multiple agents from their starting locations to given destinations in a known environment. This problem finds diverse applications, from robot coordination to traffic management. Researchers in artificial intelligence, robotics, and theoretical computer science have been actively exploring various MAPF problem variants and solution approaches. This workshop aims to bring these researchers together to present their research, discuss future research directions, and cross-fertilize the different communities. 

Topics

All works that relate to collision-free path planning or navigation for multiple agents are welcome, including but not limited to:

– Search-, rule-, reduction-, reactive-, and learning-based MAPF planners;

– MAPF solvers for non-grid non-point agents (e.g. continuous space, robot arms, etc);

– MAPF methods for execution monitoring, replanning, robustness to delays, etc; 

– Combination of MAPF and task allocation, scheduling, etc.;

– Real-world applications of MAPF planners;

– Multi-agent machine learning for centralized and decentralized MAPF;

– Customization of MAPF planners for actual robots (e.g. motion and communication constraints, environment changes, etc.);

– Standardization of MAPF terminology and benchmarks.

Format of Workshop 

The workshop is a One-Day workshop including invited talks, paper presentations, Q&As, community discussion, and a newly introduced Industry Panel Session, which aims to foster stronger connections and bridge the gap between industry and the MAPF research community. 

Please note that AAAI requires all presentations to be delivered in person and virtual attendance is permitted for general participation only.

Industry Panel

We’ve confirmed the participation from Amazon Robotics and Symbotic – both are leading companies in robotics and warehouse automation. We're also reaching out to other companies who are applying automation in diverse and innovative ways to further enrich the discussions.

Submission  Requirements

Submissions can contain relevant work in all possible stages, including work that was recently published, is under submission elsewhere, was only recently finished, or is still ongoing. 

Format:     Any format is acceptable.

Page limitation:   There is no limit on the number of pages. 

Submission Site

https://cmt3.research.microsoft.com/WoMAPF2025/Submission/Index 

Important Dates

Note: all deadlines are “anywhere on earth” (UTC-12)

Paper submission deadline:   November 24, 2024

Paper notification:       December 9, 2024

Final version:         Jan 9, 2025

Workshop:         March 3, 2025

Workshop Committee

Zhe Chen, Monash University (zhe.chen [at] monash.edu)

Jingkai Chen, Symbotic (jichen [at] symbotic.com)

Keisuke Okumura, University of Cambirdge / AIST (ko393 [at] cam.ac.uk)

Rishi Veerapaneni, Carnegie Mellon University (vrishi [at] cmu.edu)

Yue Zhang, Monash University (yue.zhang [at] monash.edu)

Invited Speaker

Chuchu Fan, Massachusetts Institute of Technology

Stay tuned for more exciting speaker announcements!

Advisory Board

Jiaoyang Li, Carnegie Mellon University

Daniel Harabor, Monash University

Sven Koenig, University of California, Irvine

Peter Stuckey, Monash University