Factored Online Planning in Many-Agent POMDPs. - Maris F. L. Galesloot; Thiago D. Simão; Sebastian Junges; Nils Jansen 001 (AAAI, 2024)

Pessimistic Iterative Planning for Robust POMDPs. - Maris F. L. Galesloot; Marnix Suilen; Thiago D. Simão; Steven Carr 002; Matthijs T. J. Spaan; Ufuk Topcu; Nils Jansen 001 (CoRR, 2024)

Artificial Intelligence and Formal Methods Join Forces for Reliable Autonomy (Dagstuhl Seminar 24361). - Nils Jansen 001; Mykel J. Kochenderfer; Jan Kretínský; Jana Tumova; Maris F. L. Galesloot (Dagstuhl Reports, 2024)

rfPG: Robust Finite-Memory Policy Gradients for Hidden-Model POMDPs. - Maris F. L. Galesloot; Roman Andriushchenko; Milan Ceska 002; Sebastian Junges; Nils Jansen 001 (CoRR, 2025)