Learning with Good Feature Representations in Bandits and in RL with a Generative Model

18 November 2019

Papers citing "Learning with Good Feature Representations in Bandits and in RL with a Generative Model"

10 / 60 papers shown

Title
Provably Efficient Reward-Agnostic Navigation with Linear Value Iteration Andrea Zanette A. Lazaric Mykel J. Kochenderfer Emma Brunskill 36 64 0 18 Aug 2020
Efficient Planning in Large MDPs with Weak Linear Function Approximation R. Shariff Csaba Szepesvári 39 22 0 13 Jul 2020
Provably Efficient Reinforcement Learning for Discounted MDPs with Feature Mapping Dongruo Zhou Jiafan He Quanquan Gu 30 133 0 23 Jun 2020
FLAMBE: Structural Complexity and Representation Learning of Low Rank MDPs Alekh Agarwal Sham Kakade A. Krishnamurthy Wen Sun OffRL 41 223 0 18 Jun 2020
Model-Based Reinforcement Learning with Value-Targeted Regression Alex Ayoub Zeyu Jia Csaba Szepesvári Mengdi Wang Lin F. Yang OffRL 36 299 0 01 Jun 2020
Bypassing the Monster: A Faster and Simpler Optimal Algorithm for Contextual Bandits under Realizability D. Simchi-Levi Yunzong Xu OffRL 47 107 0 28 Mar 2020
Provably Efficient Safe Exploration via Primal-Dual Policy Optimization Dongsheng Ding Xiaohan Wei Zhuoran Yang Zhaoran Wang M. Jovanović 20 159 0 01 Mar 2020
Comments on the Du-Kakade-Wang-Yang Lower Bounds Benjamin Van Roy Shi Dong 11 38 0 18 Nov 2019
Is a Good Representation Sufficient for Sample Efficient Reinforcement Learning? S. Du Sham Kakade Ruosong Wang Lin F. Yang 35 192 0 07 Oct 2019
Context-Based Dynamic Pricing with Online Clustering Sentao Miao Xi Chen X. Chao Jiaxi Liu Yidong Zhang 27 31 0 17 Feb 2019