Multi-Agent Behavior:
Properties,  computation and emergence

Call for Papers Timeline:

Submission deadline: 11:59 pm,  May 1, 2023 (Pacific Time)
Notification of Acceptance:  May 23, 2023
Camera-ready Deadline: May 31, 2023; 11:59PT
Workshop: June 19, 2023

Submission link: https://cmt3.research.microsoft.com/mabe2023.

• We will review all papers on multi-agent behavior modeling from 4~8 pages (excluding references) in the CVPR 2023 format. See more details below.

• Accepted papers will be linked on the workshop webpage if the authors agree.

• Papers accepted to other conferences or workshops can be submitted to MABe 2023. Also, our workshop will not be published in the proceedings, and accepted papers to our workshop can be submitted to other conferences in the future.

• All submissions will go through double-blind review process, therefore please remove author names, affiliations, etc. from the paper before submission.

Example Topics

• Computational Approaches of Behavior

  • • Supervised, semi-supervised, or unsupervised methods to quantify behavior

    • Timescale analysis: ways to study behavior at different timescales

    • Generative modeling

    • Multi-agent reinforcement learning

    • Safe/social multi-agent modeling

• Behavior Analysis Applications

  • • Robotics

    • Virtual agents

    • Autonomous vehicles

    • Sports analytics

    • Action Recognition

    • Computational ethology

    • Behavioral neuroscience

• Human-in-the-loop Behavioral Models

  • • Interpretable machine learning

    • Active Learning

    • Integrating Domain Knowledge

• Datasets and Benchmarks

  • • New multi-agent datasets 

    • Evaluation procedure and metrics

• Perspectives on Behavior

  • • Different ways to define behavior 

    • Review papers on multi-agent behavior