{"id":"W1931877416","doi":"10.1184/r1/6550949","title":"A Reduction of Imitation Learning and Structured Prediction to No-Regret Online Learning","year":2010,"lang":"en","type":"preprint","venue":"arXiv (Cornell University)","topic":"Advanced Bandit Algorithms Research","field":"Decision Sciences","cited_by":846,"is_retracted":false,"has_abstract":true,"ca_institutions":"","funders":"Natural Sciences and Engineering Research Council of Canada; Office of Naval Research; Multidisciplinary University Research Initiative","keywords":"Regret; Computer science; Benchmark (surveying); Artificial intelligence; Imitation; Online learning; Reduction (mathematics); Machine learning; Sequence (biology); Iterative learning control; Online machine learning; Convergence (economics); Mathematical optimization; Active learning (machine learning); Mathematics; Economics; Psychology","routes":{"ca_aff":false,"ca_fund":true,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":true},"retraction":null,"screen":null}