conftrace_

linear dynamical system

86 papers

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Also known as

LDS

Co-occurring keywords

regret bound (1926) system identification (99) optimal control (218) online control (22) convex optimization (1321) online learning (1777) dynamical system (398) kalman filter (80) time series (435) least square (101)

Papers

Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems NIPS 2020
Bandit Linear Control NIPS 2020
Linear Dynamical Systems as a Core Computational Primitive NIPS 2020
Gain estimation of linear dynamical systems using Thompson Sampling AISTATS 2019
Online Control with Adversarial Disturbances ICML 2019
Near optimal finite time identification of arbitrary linear dynamical systems ICML 2019
Logarithmic Regret for Online Control NIPS 2019
Kalman Filter, Sensor Fusion, and Constrained Regression: Equivalences and Insights NIPS 2019
Online Optimal Control with Linear Dynamics and Predictions: Algorithms and Regret Analysis NIPS 2019
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters AAAI 2019
Robust exploration in linear quadratic reinforcement learning NIPS 2019
Characterizing the Exact Behaviors of Temporal Difference Learning Algorithms Using Markov Jump Linear System Theory NIPS 2019
Learning Linear Dynamical Systems with Semi-Parametric Least Squares COLT 2019
Gradient Descent Learns Linear Dynamical Systems JMLR 2018
Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification COLT 2018
Spectral Filtering for General Linear Dynamical Systems NIPS 2018
Learning convex bounds for linear quadratic control policy synthesis NIPS 2018
Nonparametric Bayesian sparse graph linear dynamical systems AISTATS 2018
Learning Linear Dynamical Systems via Spectral Filtering NIPS 2017
Multi-view Matrix Factorization for Linear Dynamical System Estimation NIPS 2017
Efficient Optimization for Linear Dynamical Systems with Applications to Clustering and Sparse Coding NIPS 2017
Model-Based Control Using Koopman Operators RSS 2017
Linear dynamical neural population models through nonlinear embeddings NIPS 2016
Sparse Coding and Dictionary Learning With Linear Dynamical Systems CVPR 2016
Moderated and Drifting Linear Dynamical Systems ICML 2015