Publications

2026

Phan, Thomy
Towards Streamlined Learning and Search for Multi-Agent Optimization
Proceedings of the Thirty-Fifth International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2026)
Bremen, Germany , 2026. - page 8179-8184
doi:10.24963/ijcai.2026/909 ...

Altmann, Philipp; Zorn, Maximilian; Koenig, Sven; Phan, Thomy
Dynamic Reward Incentives for Emergent Cooperation under Changing Rewards
in Transactions on Machine Learning Research (2026)
https://openreview.net/pdf?id=9Ltu1HV2YI

Phan, Thomy; Driscoll, Joseph; Romberg, Justin; Koenig, Sven
Confidence-Based Curricula for Multi-Agent Path Finding via Reinforcement Learning
in Autonomous Agents and Multi-Agent Systems volume 40 (2026)
doi:10.1007/s10458-026-09747-7 ...

Phan, Thomy; Koenig, Sven
Spatially Grouped Curriculum Learning for Multi-Agent Path Finding
in Proceedings of the AAAI Conference on Artificial Intelligence volume 40 (2026) issue 35. - page 29642-29650
doi:10.1609/aaai.v40i35.40208 ...

Phan, Thomy; Chan, Shao-Hung; Koenig, Sven
Truncated Counterfactual Learning for Anytime Multi-Agent Path Finding
in Proceedings of the AAAI Conference on Artificial Intelligence volume 40 (2026) issue 35. - page 29633-29641
doi:10.1609/aaai.v40i35.40207 ...