Robust partially-compressed least-squares
- Stephen Becker
- Ban Kawas
- et al.
- 2017
- AAAI 2017
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15 results for Marek Petrik
RAAM: The benefits of robustness in approximating aggregated MDPS in reinforcement learning
- Marek Petrik
- Dharmashankar Subramanian
- 2014
- NeurIPS 2014
Approximate dynamic programming by minimizing distributionally robust bounds
- Marek Petrik
- 2012
- ICML 2012
Linear Dynamic Programs for Resource Management
- Marek Petrik
- Shlomo Zilberstein
- 2011
- AAAI 2011
Proximal gradient temporal difference learning algorithms
- Bo Liu
- Ji Liu
- et al.
- 2016
- IJCAI 2016
Interpretable policies for dynamic product recommendations
- Marek Petrik
- Ronny Luss
- 2016
- UAI 2016
Optimal threshold control for energy arbitrage with degradable battery storage
- Marek Petrik
- Xiaojian Wu
- 2015
- UAI 2015
Finite-sample analysis of proximal gradient TD algorithms
- Bo Liu
- Ji Liu
- et al.
- 2015
- UAI 2015
Agile logistics simulation and optimization for managing disaster responses
- Francisco Barahona
- Markus Ettl
- et al.
- 2013
- WSC 2013
Solution methods for constrained Markov decision process with continuous probability modulation
- Janusz Marecki
- Marek Petrik
- et al.
- 2013
- UAI 2013