Cedric Derstroff

According to our database, Cedric Derstroff authored at least 8 papers between 2024 and 2026.

Collaborative distances:

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

2026

Boosting deep Reinforcement Learning using pretraining with Logical Options.

Zihan Ye, Phil Chau, Raban Emunds, Jannis Blüml, Cedric Derstroff, Quentin Delfosse, Oleg Arenz, Kristian Kersting

CoRR, March, 2026

2025

Deep Reinforcement Learning via Object-Centric Attention.

Jannis Blüml, Cedric Derstroff, Bjarne Gregori, Elisabeth Dillies, Quentin Delfosse, Kristian Kersting

CoRR, April, 2025

Neural-Guided Equation Discovery.

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

CoRR, March, 2025

Polynomial Regret Concentration of UCB for Non-Deterministic State Transitions.

Can Cömer, Jannis Blüml, Cedric Derstroff, Kristian Kersting

CoRR, February, 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

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

Learning to Play Foosball: System and Baselines.

Janosch Moos, Cedric Derstroff, Niklas Schröder, Debora Clever

Proceedings of the IEEE International Conference on Robotics and Automation, 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