Sequential decision problems in non-stationary environments / Problèmes de décision séquentielle dans des environnements non-stationnaires
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APA-like:
Tác giả chưa xác định. Sequential decision problems in non-stationary environments / Problèmes de décision séquentielle dans des environnements non-stationnaires. Thesis, HAL - Pháp.
Việt Nam (chuẩn TCVN 5453:1991):
. Sequential decision problems in non-stationary environments / Problèmes de décision séquentielle dans des environnements non-stationnaires. Thesis. HAL - Pháp. Truy cập từ .
Tóm tắt
The vanilla bandit model assumes thatthe rewards are independent andidentically distributed. However, this assumption is restrictive: it prevents from modelingevolving behaviors that are common inreal-world applications.In the medical domain, the efficiencyof a treatment is likely to diminish over time. The opening rate of news articles fades for aging news. Fashion trends and consumers preferences evolve rapidly. Any recommender system ignoring the non-stationarity ofthe distributions of reward...