Dominik Grzegorzek
Employment
Business contact
Centrum Transferu Wiedzy i Technologii
- Location
- Al. Zwycięstwa 27, 80-219 Gdańsk
- Phone
- +48 58 348 62 62
- biznes@pg.edu.pl
Contact
- s172167@student.pg.edu.pl
Publication showcase
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Dataset Characteristics and Their Impact on Offline Policy Learning of Contextual Multi-Armed Bandits
The Contextual Multi-Armed Bandits (CMAB) framework is pivotal for learning to make decisions. However, due to challenges in deploying online algorithms, there is a shift towards offline policy learning, which relies on pre-existing datasets. This study examines the relationship between the quality of these datasets and the performance of offline policy learning algorithms, specifically, Neural Greedy and NeuraLCB. Our results...
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