Deep Reinforcement Learning via Object-Centric Attention. - Jannis Blüml; Cedric Derstroff; Bjarne Gregori; Elisabeth Dillies; Quentin Delfosse; Kristian Kersting (CoRR, 2025)

Better Decisions through the Right Causal World Model. - Elisabeth Dillies; Quentin Delfosse; Jannis Blüml; Raban Emunds; Florian Peter Busch; Kristian Kersting (CoRR, 2025)

Deep Reinforcement Learning Agents are not even close to Human Intelligence. - Quentin Delfosse; Jannis Blüml; Fabian Tatai; Théo Vincent; Bjarne Gregori; Elisabeth Dillies; Jan Peters 001; Constantin A. Rothkopf; Kristian Kersting (CoRR, 2025)