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Real-time dynamic pricing in a non-stationary environment using model-free reinforcement learning

Rana, Rupal; Oliveira, Fernando S. - In: Omega : the international journal of management science 47 (2014), pp. 116-126

Persistent link: https://ebvufind01.dmz1.zbw.eu/10010371675

Dynamic capacity planning using strategic slack valuation

Bunn, Derek W.; Oliveira, Fernando S. - In: European journal of operational research : EJOR 253 (2016) 1, pp. 40-50

Persistent link: https://ebvufind01.dmz1.zbw.eu/10011477356

Analysing industry profitability : a “complexity as cause” perspective

Caldart, Adrián A.; Oliveira, Fernando S. - In: European management journal 28 (2010) 2, pp. 95-107

Persistent link: https://ebvufind01.dmz1.zbw.eu/10003960911

Real-time dynamic pricing in a non-stationary environment using model-free reinforcement learning

Rana, Rupal; Oliveira, Fernando S. - In: Omega 47 (2014) C, pp. 116-126

This paper examines the problem of establishing a pricing policy that maximizes the revenue for selling a given inventory by a fixed deadline. This problem is faced by a variety of industries, including airlines, hotels and fashion. Reinforcement learning algorithms are used to analyze how firms...

Persistent link: https://ebvufind01.dmz1.zbw.eu/10010870983