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It should be clarified that adaptive trial design was studied for several decades before being applied to games and called reinforcement learning by computer sc
by hervature 3y ago
It should be clarified that adaptive trial design was studied for several decades before being applied to games and called reinforcement learning by computer scientists. The multi-armed bandit papers all reference "Asymptotically efficient adaptive allocation rules" because they derived the optimal lower bound for regret [1].
[1] - https://doi.org/10.1016/0196-8858(85)90002-8 https://doi.org/10.1016/0196-8858(85)90002-8