Streaming Linear System Identification with Reverse Experience Replay

10 March 2021

Papers citing "Streaming Linear System Identification with Reverse Experience Replay"

30 / 30 papers shown

Title
Online Target Q-learning with Reverse Experience Replay: Efficiently finding the Optimal Policy for Linear MDPs Naman Agarwal Syomantak Chaudhuri Prateek Jain Dheeraj M. Nagaraj Praneeth Netrapalli OffRL 82 21 0 16 Oct 2021
Near-optimal Offline and Streaming Algorithms for Learning Non-Linear Dynamical Systems Prateek Jain S. Kowshik Dheeraj M. Nagaraj Praneeth Netrapalli OffRL 30 23 0 24 May 2021
Linear Systems can be Hard to Learn Anastasios Tsiamis George J. Pappas 35 41 0 02 Apr 2021
A Robotic Model of Hippocampal Reverse Replay for Reinforcement Learning Matthew T. Whelan T. Prescott Eleni Vasilaki 44 6 0 23 Feb 2021
SLIP: Learning to Predict in Unknown Dynamical Systems with Long-Term Memory Paria Rashidinejad Jiantao Jiao Stuart J. Russell 45 11 0 12 Oct 2020
Black-Box Control for Linear Dynamical Systems Xinyi Chen Elad Hazan 32 81 0 13 Jul 2020
Least Squares Regression with Markovian Data: Fundamental Limits and Algorithms Guy Bresler Prateek Jain Dheeraj M. Nagaraj Praneeth Netrapalli Xian Wu 50 61 0 16 Jun 2020
Learning nonlinear dynamical systems from a single trajectory Dylan J. Foster Alexander Rakhlin Tuhin Sarkar 43 73 0 30 Apr 2020
Logarithmic Regret Bound in Partially Observable Linear Dynamical Systems Sahin Lale Kamyar Azizzadenesheli B. Hassibi Anima Anandkumar 77 97 0 25 Mar 2020
Finite-time Identification of Stable Linear Systems: Optimality of the Least-Squares Estimator Yassir Jedra Alexandre Proutiere 50 43 0 17 Mar 2020
Online Learning of the Kalman Filter with Logarithmic Regret Anastasios Tsiamis George Pappas 52 32 0 12 Feb 2020
No-Regret Prediction in Marginally Stable Systems Udaya Ghai Holden Lee Karan Singh Cyril Zhang Yi Zhang 31 20 0 06 Feb 2020
Sample Complexity of Kalman Filtering for Unknown Systems Anastasios Tsiamis Nikolai Matni George J. Pappas 73 53 0 27 Dec 2019
The Nonstochastic Control Problem Elad Hazan Sham Kakade Karan Singh 30 118 0 27 Nov 2019
Reverse Experience Replay Egor Rotinov VLM OffRL 27 11 0 19 Oct 2019
Sample Complexity Lower Bounds for Linear System Identification Yassir Jedra Alexandre Proutiere 31 42 0 25 Mar 2019
Finite Sample Analysis of Stochastic System Identification Anastasios Tsiamis George J. Pappas 47 149 0 21 Mar 2019
Online Control with Adversarial Disturbances Naman Agarwal Brian Bullins Elad Hazan Sham Kakade Karan Singh 36 237 0 23 Feb 2019
On-Line Learning of Linear Dynamical Systems: Exponential Forgetting in Kalman Filters Mark Kozdoba Jakub Mareˇcek T. Tchrakian Shie Mannor 31 31 0 16 Sep 2018
Online Linear Quadratic Control Alon Cohen Avinatan Hassidim Tomer Koren N. Lazić Yishay Mansour Kunal Talwar 54 149 0 19 Jun 2018
Non-asymptotic Identification of LTI Systems from a Single Trajectory Samet Oymak N. Ozay 54 224 0 14 Jun 2018
Theory and Algorithms for Forecasting Time Series Vitaly Kuznetsov M. Mohri AI4TS 31 12 0 15 Mar 2018
Learning Without Mixing: Towards A Sharp Analysis of Linear System Identification Max Simchowitz Horia Mania Stephen Tu Michael I. Jordan Benjamin Recht 56 340 0 22 Feb 2018
Learning Linear Dynamical Systems via Spectral Filtering Elad Hazan Karan Singh Cyril Zhang 56 101 0 02 Nov 2017
Finite Time Identification in Unstable Linear Systems Mohamad Kazem Shirani Faradonbeh Ambuj Tewari George Michailidis 59 146 0 05 Oct 2017
Gradient Descent Learns Linear Dynamical Systems Moritz Hardt Tengyu Ma Benjamin Recht 105 239 0 16 Sep 2016
A Neural Autoregressive Approach to Collaborative Filtering Yin Zheng Bangsheng Tang Wenkui Ding Hanning Zhou BDL 44 223 0 31 May 2016
Regularized estimation in sparse high-dimensional time series models Sumanta Basu George Michailidis AI4TS 104 424 0 17 Nov 2013
Sparse PCA: Optimal rates and adaptive estimation Tommaso Cai Zongming Ma Yihong Wu 141 327 0 06 Nov 2012
Ergodic Mirror Descent John C. Duchi Alekh Agarwal M. Johansson Michael I. Jordan 168 125 0 24 May 2011