Two of our papers have been accepted for presentation at the International Conference on Autonomous Agents and Multiagent Systems (AAMAS 2023), which will be held in-person from 29 May to 02 June 2023 in London, UK. One of the papers focuses on cooperative learning for decentralized traffic signal control (accepted as full paper), while the other one presents a new approach to communication learning for scalable, cooperative multi-agent pathfinding (accepted as extended abstract).
The preprints of these papers are available from the publications page and below:
- SocialLight: Distributed Cooperation Learning towards Network-Wide Traffic Signal Control (full paper)
- SCRIMP: Scalable Communication for Reinforcement- and Imitation-Learning-Based Multi-Agent Pathfinding (extended abstract)