Open AccessGeneralized Emphatic Temporal Difference Learning: Bias-Variance Analysis
Author(s) -
Assaf Hallak,
Aviv Tamar,
Rémi Munos,
Shie Mannor
Publication year - 2016
Publication title -
proceedings of the ... aaai conference on artificial intelligence
Language(s) - Uncategorized
Resource type - Journals
eISSN - 2374-3468
pISSN - 2159-5399
DOI - 10.1609/aaai.v30i1.10227
Subject(s) - generalization , generalization error , computer science , variance (accounting) , bounded function , operator (biology) , temporal difference learning , markov decision process , algorithm , variance reduction , contraction (grammar) , mathematics , markov process , mathematical optimization , statistics , artificial intelligence , reinforcement learning , machine learning , stability (learning theory) , repressor , business , mathematical analysis , chemistry , biochemistry , accounting , transcription factor , monte carlo method , gene , medicine