A Near-Optimal Exploration-Exploitation Approach for Assortment Selection

Author:

Agrawal Shipra1,Avadhanula Vashist1,Goyal Vineet1,Zeevi Assaf1

Affiliation:

1. Columbia University, New York, NY, USA

Funder

National Science Foundation

Publisher

ACM

Reference3 articles.

1. W. Chen Y. Wang and Y. Yuan. 2014. Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms. CoRR (2014). W. Chen Y. Wang and Y. Yuan. 2014. Combinatorial Multi-Armed Bandit and Its Extension to Probabilistically Triggered Arms. CoRR (2014).

2. P. Rusmevichientong Z. M. Shen and D.B. Shmoys. 2010. Dynamic assortment optimization with a multinomial logit choice model and capacity constraint. Operations research (2010). 10.1287/opre.1100.0866 P. Rusmevichientong Z. M. Shen and D.B. Shmoys. 2010. Dynamic assortment optimization with a multinomial logit choice model and capacity constraint. Operations research (2010). 10.1287/opre.1100.0866

3. D. Sauré and A. Zeevi. 2013. Optimal Dynamic Assortment Planning with Demand Learning. Manufacturing & Service Operations Management (2013). 10.1287/msom.2013.0429 D. Sauré and A. Zeevi. 2013. Optimal Dynamic Assortment Planning with Demand Learning. Manufacturing & Service Operations Management (2013). 10.1287/msom.2013.0429

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