• ैདྷݚڀɺͷධՁͷਝͳߋ৽ʹযΛ͍ͯͯͨ • ݮਰɺΟϯυɺมԽݕग़ɺঢ়ଶۭؒ • ͜ΕΒɺมԽޙͷใु͔ΒͷҰఆͷใुαϯϓϧ͕ඞཁ • ͋Δ࣌ظʹ༗ޮੑͷ͔ͬͨɺͦͦબఆ͞Εͳ͍ͨΊɺධՁͷߋ৽͕ ͍͠ɻ • ͜ͷ՝औΓΜͩઌߦݚڀ[1][2] ͰɺҰఆͷׂ߹Ͱ୳ࡧ༻ͷࢼߦػձΛ֬ อ͍ͯ͠Δɻ 13 ඇఆৗͳଟόϯσΟοτʹ͓͚ΔมԽͷ • [1] Fang Liu, Joohyun Lee, and Ness Shroff. 2018. A change-detection based framework for piecewise-stationary multi-armed bandit problem. In Proceedings of the AAAI Conference on Artificial Intelligence, Vol. 32. • [2] Yang Cao, Zheng Wen, Branislav Kveton, and Yao Xie. 2019. Nearly optimal adaptive procedure with change detection for piecewise-stationary bandit. In The 22nd International Conference on Artificial Intelligence and Statistics. PMLR, 418–427.