Jannis Brugger

13 papers A* 1B 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Science-Gym: a simple testbed for AI-driven scientific discovery.
Mach. Learn.
Mattia Cerrato, Lennart Baur, Jannis Brugger, Sajjad Shumaly, Nicholas Schmitt, Edward Finkelstein, Selina Jukic, Lars Münzel, Felix Peter Paul, Pascal Pfannes, Benedikt Rohr, Julius Schellenberg, Philipp Wolf, Stefan Kramer
2025 J jnl
Adaptable Hindsight Experience Replay for Search-Based Learning.
CoRR
Alexandros Vazaios, Jannis Brugger, Cedric Derstroff, Kristian Kersting, Mira Mezini
2025 J jnl
Benchmarking LLMs in Web API Integration Tasks.
CoRR
Daniel Maninger, Leon Chemnitz, Amir Molzam Sharifloo, Jannis Brugger, Mira Mezini
2025 — conf
Benchmarking Web API Integration Code Generation.
AIware
Daniel Maninger, Leon Chemnitz, Amir Molzam Sharifloo, Jannis Brugger, Mira Mezini
2025 J jnl
Neural-Guided Equation Discovery.
CoRR
Jannis Brugger, Mattia Cerrato, David Richter, Cedric Derstroff, Daniel Maninger, Mira Mezini, Stefan Kramer
2025 B conf
Prompting Neural-Guided Equation Discovery Based on Residuals.
DS
Jannis Brugger, Viktor Pfanschilling, David Richter, Mira Mezini, Stefan Kramer
2025 J jnl
Prompting Neural-Guided Equation Discovery Based on Residuals.
CoRR
Jannis Brugger, Viktor Pfanschilling, David Richter, Mira Mezini, Stefan Kramer
2024 J jnl
Amplifying Exploration in Monte-Carlo Tree Search by Focusing on the Unknown.
CoRR
Cedric Derstroff, Jannis Brugger, Jannis Blüml, Mira Mezini, Stefan Kramer, Kristian Kersting
2024 A* conf
Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations.
AAAI
Cedric Derstroff, Mattia Cerrato, Jannis Brugger, Jan Peters, Stefan Kramer
2024 — conf
Residuals for Equation Discovery.
DS (LB)
Jannis Brugger, Viktor Pfanschilling, Mira Mezini, Stefan Kramer
2023 J jnl
Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations.
CoRR
Cedric Derstroff, Mattia Cerrato, Jannis Brugger, Jan Peters, Stefan Kramer
2021 J jnl
Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation.
Frontiers Artif. Intell.
Sophie Burkhardt, Jannis Brugger, Nicolas Wagner, Zahra Ahmadi, Kristian Kersting, Stefan Kramer
2020 J jnl
Rule Extraction from Binary Neural Networks with Convolutional Rules for Model Validation.
CoRR
Sophie Burkhardt, Jannis Brugger, Nicolas Wagner, Zahra Ahmadi, Kristian Kersting, Stefan Kramer