@InProceedings{bhaskara_et_al:LIPIcs.ITCS.2023.16, author = {Bhaskara, Aditya and Gollapudi, Sreenivas and Im, Sungjin and Kollias, Kostas and Munagala, Kamesh}, title = {{Online Learning and Bandits with Queried Hints}}, booktitle = {14th Innovations in Theoretical Computer Science Conference (ITCS 2023)}, pages = {16:1--16:24}, series = {Leibniz International Proceedings in Informatics (LIPIcs)}, ISBN = {978-3-95977-263-1}, ISSN = {1868-8969}, year = {2023}, volume = {251}, editor = {Tauman Kalai, Yael}, publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik}, address = {Dagstuhl, Germany}, URL = {https://drops.dagstuhl.de/entities/document/10.4230/LIPIcs.ITCS.2023.16}, URN = {urn:nbn:de:0030-drops-175197}, doi = {10.4230/LIPIcs.ITCS.2023.16}, annote = {Keywords: Online learning, multi-armed bandits, regret} }