Chin Pang Ho

CoRR, 2023

Reinforced EM Algorithm for Clustering with Gaussian Mixture Models.

[BibT_eX]

[DOI]

Joshua Tobin

Mimi Zhang

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Fast Bellman Updates for Wasserstein Distributionally Robust MDPs.

[BibT_eX]

[DOI]

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Improving the Knowledge Gradient Algorithm.

[BibT_eX]

[DOI]

Le Yang

Siyang Gao

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Distributed Model Predictive Formation Control with Gait Synchronization for Multiple Quadruped Robots.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

Policy Gradient in Robust MDPs with Global Convergence Guarantee.

[BibT_eX]

[DOI]

Qiuhao Wang

Proceedings of the International Conference on Machine Learning, 2023

Robust Satisficing MDPs.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning, 2023

2022

Newton-type multilevel optimization method.

[BibT_eX]

[DOI]

Michal Kocvara

Optim. Methods Softw., 2022

On the Convergence of Policy Gradient in Robust MDPs.

[BibT_eX]

[DOI]

Qiuhao Wang

CoRR, 2022

Robust $\phi$-Divergence MDPs.

[BibT_eX]

[DOI]

Wolfram Wiesemann

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Learning Efficient and Robust Multi-Modal Quadruped Locomotion: A Hierarchical Approach.

[BibT_eX]

[DOI]

Shaohang Xu

Lijun Zhu

Proceedings of the 2022 International Conference on Robotics and Automation, 2022

2021

Partial Policy Iteration for L1-Robust Markov Decision Processes.

[BibT_eX]

[DOI]

Wolfram Wiesemann

J. Mach. Learn. Res., 2021

Fast Algorithms for $L_\infty$-constrained S-rectangular Robust MDPs.

[BibT_eX]

[DOI]

Bahram Behzadian

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

Optimizing Percentile Criterion using Robust MDPs.

[BibT_eX]

[DOI]

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2019

Empirical risk minimization: probabilistic complexity and stepsize strategy.

[BibT_eX]

[DOI]

Comput. Optim. Appl., 2019

2018

Fully Automatic Myocardial Segmentation of Contrast Echocardiography Sequence Using Random Forests Guided by Shape Model.

[BibT_eX]

[DOI]

IEEE Trans. Medical Imaging, 2018

Fast Bellman Updates for Robust MDPs.

[BibT_eX]

[DOI]

Wolfram Wiesemann

Proceedings of the 35th International Conference on Machine Learning, 2018

2016

Myocardial Segmentation of Contrast Echocardiograms Using Random Forests Guided by Shape Model.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2016, 2016

2015

On Using Spectral Graph Theory to Infer the Structure of Multiscale Markov Processes.

[BibT_eX]

[DOI]

Proceedings of the 2015 Proceedings of the Conference on Control and its Applications, 2015

Identification of Cerebral Small Vessel Disease Using Multiple Instance Learning.

[BibT_eX]

[DOI]

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015, 2015

2014

Singularly Perturbed Markov Decision Processes: A Multiresolution Algorithm.

[BibT_eX]

[DOI]