Osentoski, Sarah

4 publications

NeurIPS 2025 Copresheaf Topological Neural Networks: A Generalized Deep Learning Framework Mustafa Hajij, Lennart Bastian, Sarah Osentoski, Hardik Kabaria, John L. Davenport, Sheik Dawood, Balaji Cherukuri, Joseph G. Kocheemoolayil, Nastaran Shahmansouri, Adrian Lew, Theodore Papamarkou, Tolga Birdal

AAAI 2011 Value Function Approximation in Reinforcement Learning Using the Fourier Basis George Dimitri Konidaris, Sarah Osentoski, Philip S. Thomas

ICML 2007 Learning State-Action Basis Functions for Hierarchical MDPs Sarah Osentoski, Sridhar Mahadevan

AAAI 2006 Learning Representation and Control in Continuous Markov Decision Processes Sridhar Mahadevan, Mauro Maggioni, Kimberly Ferguson, Sarah Osentoski