Open AccessPAC Optimal Planning for Invasive Species Management: Improved Exploration for Reinforcement Learning from Simulator-Defined MDPs
Author(s) -
Thomas G. Dietterich,
Majid Alkaee Taleghan,
Mark Crowley
Publication year - 2013
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - English
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v27i1.8487
Subject(s) - markov decision process , reinforcement learning , benchmark (surveying) , computer science , interval (graph theory) , markov process , q learning , markov chain , mathematical optimization , state (computer science) , process (computing) , simulation , artificial intelligence , machine learning , statistics , algorithm , mathematics , geodesy , combinatorics , geography , operating system