Stable Reinforcement Learning with Unbounded State Space

8 June 2020

Papers citing "Stable Reinforcement Learning with Unbounded State Space"

11 / 11 papers shown

Title
Harnessing Structures for Value-Based Planning and Reinforcement Learning Yuzhe Yang Guo Zhang Zhi Xu Dina Katabi OffRL 62 33 0 26 Sep 2019
Finite-Time Error Bounds For Linear Stochastic Approximation and TD Learning R. Srikant Lei Ying 63 252 0 03 Feb 2019
Safely Learning to Control the Constrained Linear Quadratic Regulator Sarah Dean Stephen Tu Nikolai Matni Benjamin Recht 48 139 0 26 Sep 2018
Learning-based Model Predictive Control for Safe Exploration Torsten Koller Felix Berkenkamp M. Turchetta Andreas Krause 59 380 0 22 Mar 2018
Safe Exploration in Continuous Action Spaces Gal Dalal Krishnamurthy Dvijotham Matej Vecerík Todd Hester Cosmin Paduraru Yuval Tassa 48 440 0 26 Jan 2018
Constrained Policy Optimization Joshua Achiam David Held Aviv Tamar Pieter Abbeel 113 1,325 0 30 May 2017
Safe Exploration in Finite Markov Decision Processes with Gaussian Processes M. Turchetta Felix Berkenkamp Andreas Krause 81 189 0 15 Jun 2016
Deep Reinforcement Learning with Double Q-learning H. V. Hasselt A. Guez David Silver OffRL 170 7,641 0 22 Sep 2015
Safe Controller Optimization for Quadrotors with Gaussian Processes Felix Berkenkamp Angela P. Schoellig Andreas Krause 67 301 0 03 Sep 2015
Fast Planning in Stochastic Games Michael Kearns Yishay Mansour Satinder Singh 55 49 0 16 Jan 2013
Provably Safe and Robust Learning-Based Model Predictive Control A. Aswani Humberto González S. Shankar Sastry Claire Tomlin 96 524 0 13 Jul 2011