Publications tagged "Planning"


Conferences

Principled Option Learning in Markov Decision Processes

Roy Fox*, Michal Moshkovitz*, and Naftali Tishby

13th European Workshop on Reinforcement Learning (EWRL), 2016


Bounded Planning in Passive POMDPs

Roy Fox, and Naftali Tishby

29th International Conference on Machine Learning (ICML), 2012


A Reinforcement Learning Algorithm with Polynomial Interaction Complexity for Only-Costly-Observable MDPs

Roy Fox, and Moshe Tennenholtz

22nd Conference on Artificial Intelligence (AAAI), 2007


Theses

Information-Theoretic Methods for Planning and Learning in Partially Observable Markov Decision Processes

Roy Fox

PhD Thesis, 2016



Preprints