Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation. - Sophie Burkhardt; Jannis Brugger; Nicolas Wagner 001; Zahra Ahmadi; Kristian Kersting; Stefan Kramer 001 (Frontiers Artif. Intell., 2021)

Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations. - Cedric Derstroff; Mattia Cerrato; Jannis Brugger; Jan Peters 001; Stefan Kramer 001 (AAAI, 2024)

Residuals for Equation Discovery. - Jannis Brugger; Viktor Pfanschilling; Mira Mezini; Stefan Kramer 001 (DS (LB), 2024)

Amplifying Exploration in Monte-Carlo Tree Search by Focusing on the Unknown. - Cedric Derstroff; Jannis Brugger; Jannis Blüml; Mira Mezini; Stefan Kramer 001; Kristian Kersting (CoRR, 2024)

Neural-Guided Equation Discovery. - Jannis Brugger; Mattia Cerrato; David Richter 001; Cedric Derstroff; Daniel Maninger; Mira Mezini; Stefan Kramer 001 (CoRR, 2025)