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  2. Exploration and Exploitation:From Bandits to Bayesian Optimisation

    https://www.mlmi.eng.cam.ac.uk/files/2020-2021_dissertations/exploration_and_exploitation.pdf
    24 Jan 2022: Thename derives from the concept of a one-armed bandit, a gambling machine in which the userpulls a single lever (an arm) and receives a random reward each time. ... We imagine our agentbeing faced with many machines or equivalently one machine with many

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