Jannis Brugger

According to our database, Jannis Brugger authored at least 11 papers between 2021 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Automated Scientific Discovery: From Equation Discovery to Autonomous Discovery Systems.

Stefan Kramer, Mattia Cerrato, Jannis Brugger, Saso Dzeroski, Ross D. King

Mach. Learn., May, 2026

Science-Gym: a simple testbed for AI-driven scientific discovery.

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

Mach. Learn., January, 2026

2025

Benchmarking LLMs in Web API Integration Tasks.

Daniel Maninger, Leon Chemnitz, Amir Molzam Sharifloo, Jannis Brugger, Mira Mezini

CoRR, September, 2025

Neural-Guided Equation Discovery.

Jannis Brugger, Mattia Cerrato, David Richter, Cedric Derstroff, Daniel Maninger, Mira Mezini, Stefan Kramer

CoRR, March, 2025

Adaptable Hindsight Experience Replay for Search-Based Learning.

Alexandros Vazaios, Jannis Brugger, Cedric Derstroff, Kristian Kersting, Mira Mezini

Proceedings of the Machine Learning and Principles and Practice of Knowledge Discovery in Databases, 2025

Prompting Neural-Guided Equation Discovery Based on Residuals.

Jannis Brugger, Viktor Pfanschilling, David Richter, Mira Mezini, Stefan Kramer

Proceedings of the Discovery Science - 28th International Conference, 2025

Benchmarking Web API Integration Code Generation.

Daniel Maninger, Leon Chemnitz, Amir Molzam Sharifloo, Jannis Brugger, Mira Mezini

Proceedings of the 2nd IEEE/ACM International Conference on AI-powered Software, 2025

2024

Amplifying Exploration in Monte-Carlo Tree Search by Focusing on the Unknown.

Cedric Derstroff, Jannis Brugger, Jannis Blüml, Mira Mezini, Stefan Kramer, Kristian Kersting

CoRR, 2024

Residuals for Equation Discovery.

Jannis Brugger, Viktor Pfanschilling, Mira Mezini, Stefan Kramer

Proceedings of the Discovery Science Late Breaking Contributions 2024 (DS-LB 2024) co-located with 27th International Conference Discovery Science 2024 (DS 2024), 2024

Peer Learning: Learning Complex Policies in Groups from Scratch via Action Recommendations.

Cedric Derstroff, Mattia Cerrato, Jannis Brugger, Jan Peters, Stefan Kramer

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2021

Rule Extraction From Binary Neural Networks With Convolutional Rules for Model Validation.

Sophie Burkhardt, Jannis Brugger, Nicolas Wagner, Zahra Ahmadi, Kristian Kersting, Stefan Kramer

Frontiers Artif. Intell., 2021