Dominik Drexler

Postdoc

Publications

2025

Farid Musayev, Dominik Drexler, Daniel Gnad, Jendrik Seipp (2025)

Combining Heuristics and Transition Classifiers in Classical Planning Proceedings of the 28th European Conference on Artificial Intelligence (ECAI 2025), p. 4694-4701 (Conference paper)

https://dx.doi.org/10.3233/FAIA251375

Dominik Drexler (2025)

Learning and Exploiting Subgoal Structures in Classical Planning: Towards Reliable and Transparent Intelligent Agents that Learn to Plan on Multiple Levels (Doctoral thesis, comprehensive summary)

https://dx.doi.org/10.3384/9789181180206

2024

Dominik Drexler, Simon Ståhlberg, Blai Bonet, Hector Geffner (2024)

Equivalence-Based Abstractions for Learning General Policies Workshop on Bridging the Gap Between AI Planning and Reinforcement Learning (Conference paper)

Dominik Drexler, Simon Ståhlberg, Blai Bonet, Hector Geffner (2024)

Symmetries and Expressive Requirements for Learning General Policies Proceedings of the 21st International Conference on Principles of Knowledge Representation and Reasoning (KR2024) (Conference paper)

Dominik Drexler, Jendrik Seipp, Hector Geffner (2024)

Expressing and Exploiting Subgoal Structure in Classical Planning Using Sketches The journal of artificial intelligence research, Vol. 80, p. 171-208 (Article in journal)

https://dx.doi.org/10.1613/jair.1.15821

News

New doctor in Computer Science: Dominik Drexler

On March 24, Dominik Drexler at the Dept of Computer and Information Science successfully defended his thesis about integrating learning and AI planning. "Pursuing a PhD at IDA has been one of the most rewarding experiences of my life", he says.

Three men standing up, the one in the middle is holding up a diploma

Dominik Drexler awarded the Lawson Scholarship for 2024

Dominik Drexler, who recently received his PhD at the Department of Computer and Information Science, is awarded the Lawson Scholarship for excellent achievements in internationalisation, international contacts and international exchange at IDA.