Publikationen

Martin Mladenov; Kristian Kersting; Amir Globerson

Efficient Lifting of MAP LP Relaxations Using k-Locality

In: Proceedings of the Seventeenth International Conference on Artificial Intelligence and Statistics. International Conference on Artificial …

Shrutika Poyrekar; Sriraam Natarajan; Kristian Kersting

A Deeper Empirical Analysis of CBP Algorithm: Grounding Is the Bottleneck

In: Statistical Relational Artificial Intelligence, Papers from the 2014 AAAI Workshop. AAAI Conference on Artificial Intelligence (AAAI-2014), July …

Kristian Kersting; Martin Mladenov; Roman Garnett; Martin Grohe

Power Iterated Color Refinement

In: Carla E. Brodley; Peter Stone (Hrsg.). Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …

Seyed Mehran Kazemi; David Buchman; Kristian Kersting; Sriraam Natarajan; David Poole

Relational Logistic Regression: The Directed Analog of Markov Logic Networks

In: Statistical Relational Artificial Intelligence, Papers from the 2014 AAAI Workshop. AAAI Conference on Artificial Intelligence (AAAI-2014), July …

Udi Apsel; Kristian Kersting; Martin Mladenov

Lifting Relational MAP-LPs Using Cluster Signatures

In: Carla E. Brodley; Peter Stone (Hrsg.). Proceedings of the Twenty-Eighth AAAI Conference on Artificial Intelligence. AAAI Conference on Artificial …

Christian Bauckhage; Kristian Kersting; Christian Thurau

Künstliche Intelligenz für Computerspiele - Historische Entwicklung und aktuelle Trends

In: Informatik Spektrum, Vol. 37, No. 6, Pages 531-538, Springer, 2014.

Sriraam Natarajan; Kristian Kersting; Tushar Khot; Jude W. Shavlik

Boosted Statistical Relational Learners - From Benchmarks to Data-Driven Medicine

Springer Briefs in Computer Science, ISBN 978-3-319-13643-1, Springer, 2014.

Christian Daniel; Malte Viering; Jan Metz; Oliver Kroemer; Jan Peters

Active Reward Learning

In: Dieter Fox; Lydia E. Kavraki; Hanna Kurniawati (Hrsg.). Robotics: Science and Systems X. Robotics: Science and Systems (RSS-2014), July 12-16, …

Abbas Abdolmaleki; Nima Shafii; Luís Paulo Reis; Nuno Lau; Jan Peters; Gerhard Neumann

Omnidirectional Walking with a Compliant Inverted Pendulum Model

In: Ana L.C. Bazzan; Karim Pichara (Hrsg.). Advances in Artificial Intelligence - IBERAMIA 2014 - 14th Ibero-American Conference on AI, Proceedings. …

Vicenç Gómez; Hilbert J. Kappen; Jan Peters; Gerhard Neumann

Policy Search for Path Integral Control

In: Toon Calders; Floriana Esposito; Eyke Hüllermeier; Rosa Meo (Hrsg.). Machine Learning and Knowledge Discovery in Databases - European Conference, …