Planning and Learning in Partially Observable Systems via Filter Stability

Author:

Golowich Noah1,Moitra Ankur1,Rohatgi Dhruv1

Affiliation:

1. Massachusetts Institute of Technology, USA

Funder

NSF (National Science Foundation)

Publisher

ACM

Reference63 articles.

1. Ioannis Anagnostides Gabriele Farina and Tuomas Sandholm. 2022. Near-Optimal Phi-Regret Learning in Extensive-Form Games. Ioannis Anagnostides Gabriele Farina and Tuomas Sandholm. 2022. Near-Optimal Phi-Regret Learning in Extensive-Form Games.

2. Tensor Decompositions for Learning Latent Variable Models;Anandkumar Animashree;J. Mach. Learn. Res.,2014

3. Animashree Anandkumar , Daniel Hsu , and Sham M. Kakade . 2012. A Method of Moments for Mixture Models and Hidden Markov Models . In Proceedings of the 25th Annual Conference on Learning Theory, Shie Mannor, Nathan Srebro, and Robert C. Williamson (Eds.) (Proceedings of Machine Learning Research , Vol. 23). PMLR, Edinburgh, Scotland. 33 .1–33.34. Animashree Anandkumar, Daniel Hsu, and Sham M. Kakade. 2012. A Method of Moments for Mixture Models and Hidden Markov Models. In Proceedings of the 25th Annual Conference on Learning Theory, Shie Mannor, Nathan Srebro, and Robert C. Williamson (Eds.) (Proceedings of Machine Learning Research, Vol. 23). PMLR, Edinburgh, Scotland. 33.1–33.34.

4. Sanjeev Arora , Rong Ge , Frederic Koehler , Tengyu Ma , and Ankur Moitra . 2016 . Provable algorithms for inference in topic models . In International Conference on Machine Learning. 2859–2867 . Sanjeev Arora, Rong Ge, Frederic Koehler, Tengyu Ma, and Ankur Moitra. 2016. Provable algorithms for inference in topic models. In International Conference on Machine Learning. 2859–2867.

5. Rami Atar and Ofer Zeitouni . 1997. Exponential stability for nonlinear filtering . In Annales de l ’ Institut Henri Poincare (B) Probability and Statistics . 33, 697–725. Rami Atar and Ofer Zeitouni. 1997. Exponential stability for nonlinear filtering. In Annales de l’Institut Henri Poincare (B) Probability and Statistics. 33, 697–725.

同舟云学术

1.学者识别学者识别

2.学术分析学术分析

3.人才评估人才评估

"同舟云学术"是以全球学者为主线,采集、加工和组织学术论文而形成的新型学术文献查询和分析系统,可以对全球学者进行文献检索和人才价值评估。用户可以通过关注某些学科领域的顶尖人物而持续追踪该领域的学科进展和研究前沿。经过近期的数据扩容,当前同舟云学术共收录了国内外主流学术期刊6万余种,收集的期刊论文及会议论文总量共计约1.5亿篇,并以每天添加12000余篇中外论文的速度递增。我们也可以为用户提供个性化、定制化的学者数据。欢迎来电咨询!咨询电话:010-8811{复制后删除}0370

www.globalauthorid.com

TOP

Copyright © 2019-2024 北京同舟云网络信息技术有限公司
京公网安备11010802033243号  京ICP备18003416号-3