Influence-aware Memory for Deep Reinforcement Learning. - Miguel Suau; Elena Congeduti; Rolf Starre; Aleksander Czechowski; Frans A. Oliehoek (CoRR, 2019)

Loss Bounds for Approximate Influence-Based Abstraction. - Elena Congeduti; Alexander Mey; Frans A. Oliehoek (AAMAS, 2021)

An Analysis of Model-Based Reinforcement Learning From Abstracted Observations. - Rolf A. N. Starre; Marco Loog; Elena Congeduti; Frans A. Oliehoek (Trans. Mach. Learn. Res., 2023)

Influence Learning in Complex Systems. - Elena Congeduti; Roberto Rocchetta; Frans A. Oliehoek (Trans. Mach. Learn. Res., 2025)

Influence-aware memory architectures for deep reinforcement learning in POMDPs. - Miguel Suau; Jinke He; Elena Congeduti; Rolf A. N. Starre; Aleksander Czechowski; Frans A. Oliehoek (Neural Comput. Appl., 2025)