Fast Algorithms for L infinity-Constrained S-Rectangular Robust MDPs
Published in Conference on Neural Information Processing Systems (NeurIPS), 2021
Authors: Bahram Behzadian, Marek Petrik, Chin Pang Ho
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Publications
Optimizing Percentile Criterion using Robust MDPs
Published in International Conference on Artificial Intelligence and Statistics (AISTATS), 2021
Authors: Bahram Behzadian, Reazul Hasan Russel, Marek Petrik, Chin Pang Ho
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Fast Feature Selection for Linear Value Function Approximation
Published in International Conference on Automated Planning and Scheduling (ICAPS), 2019
Authors: Bahram Behzadian, Soheil Gharatappeh, Marek Petrik
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Feature Selection by Singular Value Decomposition for Reinforcement Learning
Published in Prediction and Generative Modeling Workshop at IJCAI/ICML, 2018
Authors: Bahram Behzadian, Marek Petrik
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Low-rank Feature Selection for Reinforcement Learning
Published in International Symposium on Artificial Intelligence and Mathematics (ISAIM), 2018
Authors: Bahram Behzadian, Marek Petrik
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Robot navigation in hand-drawn sketched maps
Published in European Conference on Mobile Robots (ECMR), 2015
Authors: Federico Boniardi, Bahram Behzadian, Wolfram Burgard, and Gian Diego Tipaldi
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Monte Carlo localization in hand-drawn maps
Published in International Conference on Intelligent Robots and Systems (IROS), 2015
Authors: Bahram Behzadian, Pratik Agarwal, Wolfram Burgard, and Gian Diego Tipaldi.
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