Open AccessLearning with Safety Constraints: Sample Complexity of Reinforcement Learning for Constrained MDPs
Author(s) -
Aria HasanzadeZonuzy,
Archana Bura,
Dileep Kalathil,
Srinivas Shakkottai
Publication year - 2021
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.v35i9.16937
Subject(s) - markov decision process , reinforcement learning , constraint (computer aided design) , computer science , maximization , set (abstract data type) , mathematical optimization , constraint satisfaction , logarithm , sample (material) , process (computing) , generative grammar , artificial intelligence , markov process , mathematics , mathematical analysis , statistics , chemistry , geometry , chromatography , probabilistic logic , programming language , operating system