no code implementations • 6 Oct 2023 • Andrea Pierré, Tuan Pham, Jonah Pearl, Sandeep Robert Datta, Jason T. Ritt, Alexander Fleischmann
Neuroscience research has evolved to generate increasingly large and complex experimental data sets, and advanced data science tools are taking on central roles in neuroscience research.
3 code implementations • 14 Jun 2021 • Tung Nguyen, Rui Shu, Tuan Pham, Hung Bui, Stefano Ermon
High-dimensional observations are a major challenge in the application of model-based reinforcement learning (MBRL) to real-world environments.
no code implementations • 1 Jan 2021 • Tung Nguyen, Rui Shu, Tuan Pham, Hung Bui, Stefano Ermon
High-dimensional observations are a major challenge in the application of model-based reinforcement learning (MBRL) to real-world environments.
1 code implementation • ICML 2020 • Rui Shu, Tung Nguyen, Yin-Lam Chow, Tuan Pham, Khoat Than, Mohammad Ghavamzadeh, Stefano Ermon, Hung H. Bui
High-dimensional observations and unknown dynamics are major challenges when applying optimal control to many real-world decision making tasks.