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Jannis Brugger
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2020 – today
- 2026
[j2]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:
Science-Gym: a simple testbed for AI-driven scientific discovery. Mach. Learn. 115(1): 16 (2026)- 2025
[c4]Daniel Maninger, Leon Chemnitz, Amir Molzam Sharifloo, Jannis Brugger, Mira Mezini:
Benchmarking Web API Integration Code Generation. AIware 2025: 240-248
[c3]Jannis Brugger
, Viktor Pfanschilling
, David Richter
, Mira Mezini
, Stefan Kramer
:
Prompting Neural-Guided Equation Discovery Based on Residuals. DS 2025: 97-112
[i7]Jannis Brugger, Mattia Cerrato, David Richter, Cedric Derstroff, Daniel Maninger, Mira Mezini, Stefan Kramer:
Neural-Guided Equation Discovery. CoRR abs/2503.16953 (2025)
[i6]Daniel Maninger, Leon Chemnitz, Amir Molzam Sharifloo, Jannis Brugger, Mira Mezini:
Benchmarking LLMs in Web API Integration Tasks. CoRR abs/2509.20172 (2025)
[i5]Alexandros Vazaios, Jannis Brugger, Cedric Derstroff, Kristian Kersting, Mira Mezini:
Adaptable Hindsight Experience Replay for Search-Based Learning. CoRR abs/2511.03405 (2025)
[i4]Jannis Brugger, Viktor Pfanschilling, David Richter, Mira Mezini, Stefan Kramer:
Prompting Neural-Guided Equation Discovery Based on Residuals. CoRR abs/2511.05586 (2025)- 2024
[c2]Cedric Derstroff, Mattia Cerrato, Jannis Brugger, Jan Peters, Stefan Kramer:
Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations. AAAI 2024: 11766-11774
[c1]Jannis Brugger, Viktor Pfanschilling, Mira Mezini, Stefan Kramer:
Residuals for Equation Discovery. DS (LB) 2024
[i3]Cedric Derstroff, Jannis Brugger, Jannis Blüml, Mira Mezini, Stefan Kramer, Kristian Kersting:
Amplifying Exploration in Monte-Carlo Tree Search by Focusing on the Unknown. CoRR abs/2402.08511 (2024)- 2023
[i2]Cedric Derstroff, Mattia Cerrato, Jannis Brugger, Jan Peters, Stefan Kramer:
Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations. CoRR abs/2312.09950 (2023)- 2021
[j1]Sophie Burkhardt, Jannis Brugger, Nicolas Wagner, Zahra Ahmadi
, Kristian Kersting, Stefan Kramer:
Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation. Frontiers Artif. Intell. 4: 642263 (2021)- 2020
[i1]Sophie Burkhardt, Jannis Brugger, Nicolas Wagner, Zahra Ahmadi, Kristian Kersting, Stefan Kramer:
Rule Extraction from Binary Neural Networks with Convolutional Rules for Model Validation. CoRR abs/2012.08459 (2020)
Coauthor Index

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