Co-occurring keywords · papers mentioning both
robust optimization
(13)
distributionally robust optimization
(9)
markov decision process
(7)
robust reinforcement learning
(7)
robust markov decision process
(6)
sample complexity
(5)
generative model
(4)
robust policy
(3)
distributionally robust reinforcement learning
(3)
domain generalization
(3)
Papers
Robust learning of tractable probabilistic models
UAI 2022
Robust Policy Learning over Multiple Uncertainty Sets
ICML 2022
Robust Reinforcement Learning using Offline Data
NeurIPS 2022
Robust Streaming PCA
NeurIPS 2022
Sample Complexity of Robust Reinforcement Learning with a Generative Model
AISTATS 2022
Modeling the Second Player in Distributionally Robust Optimization
ICLR 2021
Stable Adversarial Learning under Distributional Shifts
AAAI 2021
Robust Policy Synthesis for Uncertain POMDPs via Convex Optimization
IJCAI 2020
A Bayesian Approach to Robust Reinforcement Learning
UAI 2019
Policy-Conditioned Uncertainty Sets for Robust Markov Decision Processes
NeurIPS 2018
On Robustness and Regularization of Structural Support Vector Machines
ICML 2014
Conjugate Relation between Loss Functions and Uncertainty Sets in Classification Problems
JMLR 2013
Data-driven Distributionally Robust Polynomial Optimization
NeurIPS 2013
A Conjugate Property between Loss Functions and Uncertainty Sets in Classification Problems
COLT 2012
Distributionally Robust Markov Decision Processes
NeurIPS 2010