Call for Workshop Papers
We invite researchers to contribute topical papers (max 6 pages in conference format, excl. references) that meet any of the following two criteria:
(a) new results, which may be under review elsewhere, or
(b) recent results published at a machine learning oriented venue (e.g., NeurIPS, AAMAS, ICLR, IJCAI, AAAI, etc)
(c) recent results published at a robotics venue, but with a clear machine learning component.
Topics of interest include:
· Multi-agent reinforcement learning (MARL)
· Graph Neural Network (GNN)-based approaches
· Learning-based communication strategies
· Centralized training, decentralized execution schemes (CTDE)
· Distributed learning architectures
· Federated learning
· Behavior cloning (imitation learning)
· Game theoretic approaches
· Credit assignment
· Safety verification and out of distribution detection
All contributions will receive at least 2 reviews. Selected authors will be invited to present their work in the form of a 1-slide pitch talk and poster at the workshop itself. Accepted papers will be non-archival, and made available online on our website (upon approval by the authors).
We will award a Best Presentation Award. This will be judged jointly by the Contributions Committee through their reviews, and the Organizers on site.
Please send your contribution to:
mrlearning.icra2023@gmail.com
Timeline:
- Submission deadline: April 15, 2023
- Notification: May 12, 2023
- Workshop date: Monday, May 29, 2023