Deep automated mechanism design for integrating ad auction and allocation in feed
X Li, Z Wang, B Zhu, F He, Y Wang… - Proceedings of the 47th …, 2024 - dl.acm.org
E-commerce platforms usually present an ordered list, mixed with several organic items and
an advertisement, in response to each user's page view request. This list, the outcome of ad …
an advertisement, in response to each user's page view request. This list, the outcome of ad …
MDDL: A Framework for Reinforcement Learning-based Position Allocation in Multi-Channel Feed
X Shi, Z Wang, Y Cai, X Wu, F Yang, G Liao… - Proceedings of the 46th …, 2023 - dl.acm.org
Nowadays, the mainstream approach in position allocation system is to utilize a
reinforcement learning model to allocate appropriate locations for items in various channels …
reinforcement learning model to allocate appropriate locations for items in various channels …
User Response Modeling in Reinforcement Learning for Ads Allocation
User response modeling can enhance the learning of user representations and further
improve the reinforcement learning (RL) recommender agent. However, as users' behaviors …
improve the reinforcement learning (RL) recommender agent. However, as users' behaviors …
Deep reinforcement learning for football player decision analysis
M Pulis - 2023 - um.edu.mt
Analysis of a football player's decision-making process often relies heavily on easily
interpretable statistics such as the goals scored, and the assists provided by the player …
interpretable statistics such as the goals scored, and the assists provided by the player …