Concept information
PREFERRED TERM
multi-armed bandit
DEFINITION(S)
- problem consisting of finding, from among a number of actions whose rewards vary according to initially unknown probability distributions, the one(s) which yield(s) the best reward. (This is the problem of choosing the most promising slot machine – one-armed bandit – in a casino). The main problem is to find a good compromise between exploration (determining the laws of probability) and exploitation (guaranteeing a good cumulative reward). (Source: adapted and translated from https://ia.gdria.fr/Glossaire/bandit-multi-bras/ )
BROADER CONCEPT(S)
IN OTHER LANGUAGES
-
French
URI
http://data.loterre.fr/ark:/67375/23L-KK7DCNX6-Z
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