Best Paper and Demonstration
Best paper winner
Ashay Aswale, Antonio Lopez, Aukkawut Ammartayakun and Carlo Pinciroli
Hacking the Colony: On the Disruptive Effect of Misleading Pheromone and How to Defend against It
Best paper runners-up
Aleksander Czechowski and Georgios Piliouras
Poincaré-Bendixson Limit Sets in Multi-Agent Learning
Matthieu Geist, Julien Pérolat, Mathieu Laurière, Romuald Elie, Sarah Perrin, Oliver Bachem, Rémi Munos and Olivier Pietquin
Concave Utility Reinforcement Learning: the Mean-field Game viewpoint
Best student paper winner
George Li, Ann Li, Madhav Marathe, Aravind Srinivasan, Leonidas Tsepenekas and Anil Kumar Vullikanti
Deploying Vaccine Distribution Sites for Improved Accessibility and Equity to Support Pandemic Response
Best student paper runner-up
Aaquib Tabrez, Matthew B. Luebbers and Bradley Hayes
Descriptive and Prescriptive Visual Guidance to Improve Shared Situational Awareness in Human-Robot Teaming
Best Demo Award
Naman Shah, Pulkit Verma, Trevor Angle and Siddharth Srivastava
JEDAI: A System for Skill-Aligned Explainable Robot Planning
Best Poster Award
Michał Zawalski, Błażej Osiński, Henryk Michalewski and Piotr Miłoś
Off-Policy Correction For Multi-Agent Reinforcement Learning
Best Video Award
Peizhu Qian and Vaibhav Unhelkar
Evaluating the Role of Interactivity on Improving Transparency in Autonomous Agents