Discovering Options for Exploration by Minimizing Cover Time

2 March 2019

Papers citing "Discovering Options for Exploration by Minimizing Cover Time"

9 / 9 papers shown

Title
Subgoal Discovery Using a Free Energy Paradigm and State Aggregations Amirhossein Mesbah Reshad Hosseini Seyed Pooya Shariatpanahi M. N. Ahmadabadi 77 0 0 21 Dec 2024
Proper Laplacian Representation Learning Diego Gomez Michael Bowling Marlos C. Machado 26 0 0 16 Oct 2023
A Cover Time Study of a non-Markovian Algorithm Guanhua Fang G. Samorodnitsky Zhiqiang Xu 20 0 0 08 Jun 2023
Deep Laplacian-based Options for Temporally-Extended Exploration Martin Klissarov Marlos C. Machado OffRL 16 19 0 26 Jan 2023
Timing is Everything: Learning to Act Selectively with Costly Actions and Budgetary Constraints D. Mguni Aivar Sootla Juliusz Ziomek Oliver Slumbers Zipeng Dai Kun Shao Jun Wang 39 6 0 31 May 2022
Flexible Option Learning Martin Klissarov Doina Precup OffRL 41 26 0 06 Dec 2021
Direct then Diffuse: Incremental Unsupervised Skill Discovery for State Covering and Goal Reaching Pierre-Alexandre Kamienny Jean Tarbouriech Sylvain Lamprier A. Lazaric Ludovic Denoyer SSL 40 18 0 27 Oct 2021
A Survey of Exploration Methods in Reinforcement Learning Susan Amin Maziar Gomrokchi Harsh Satija H. V. Hoof Doina Precup OffRL 23 80 0 01 Sep 2021
When should agents explore? Miruna Pislar David Szepesvari Georg Ostrovski Diana Borsa Tom Schaul 40 22 0 26 Aug 2021