Publications

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Displaying results 1 to 4 of 4.

Alejandro Molina; Antonio Vergari; Nicola Di Mauro; Sriraam Natarajan; Floriana Esposito; Kristian Kersting

Sum-Product Networks for Hybrid Domains

In: Computing Research Repository eprint Journal (CoRR), Vol. abs/1710.03297, Pages 0-10, arXiv, 2017.
Alejandro Molina; Sriraam Natarajan; Kristian Kersting

Poisson Sum-Product Networks: A Deep Architecture for Tractable Multivariate Poisson Distributions

In: Satinder Singh; Shaul Markovitch (Hrsg.). Proceedings of the Thirty-First AAAI Conference on Artificial Intelligence. AAAI Conference on …
Simone Parisi; Simon Ramstedt; Jan Peters

Goal-driven dimensionality reduction for reinforcement learning

In: 2017 IEEE/RSJ International Conference on Intelligent Robots and Systems. IEEE/RSJ International Conference on Intelligent Robots and Systems …
Hany Abdulsamad; Oleg Arenz; Jan Peters; Gerhard Neumann

State-Regularized Policy Search for Linearized Dynamical Systems

In: Laura Barbulescu; Jeremy Frank; Mausam; Stephen F. Smith (Hrsg.). Proceedings of the Twenty-Seventh International Conference on Automated Planning …