A Free Lunch from the Noise: Provable and Practical Exploration for
Representation Learning

A Free Lunch from the Noise: Provable and Practical Exploration for Representation Learning

22 November 2021

Tianjun Zhang

Csaba Szepesvári

Papers citing "A Free Lunch from the Noise: Provable and Practical Exploration for Representation Learning"

4 / 4 papers shown

Title
Provable Benefits of Representational Transfer in Reinforcement Learning Alekh Agarwal Yuda Song Wen Sun Kaiwen Wang Mengdi Wang Xuezhou Zhang OffRL 21 33 0 29 May 2022
Efficient Reinforcement Learning in Block MDPs: A Model-free Representation Learning Approach Xuezhou Zhang Yuda Song Masatoshi Uehara Mengdi Wang Alekh Agarwal Wen Sun OffRL 18 57 0 31 Jan 2022
Model-free Representation Learning and Exploration in Low-rank MDPs Aditya Modi Jinglin Chen A. Krishnamurthy Nan Jiang Alekh Agarwal OffRL 98 78 0 14 Feb 2021
Provably Efficient Reinforcement Learning with Linear Function Approximation Under Adaptivity Constraints Chi Jin Zhuoran Yang Zhaoran Wang OffRL 107 166 0 06 Jan 2021