2 papers
cs.LG2025
Adaptive Budget Optimization for Multichannel Advertising Using Combinatorial Bandits
Briti Gangopadhyay, Zhao Wang, Alberto Silvio Chiappa +1
Effective budget allocation is crucial for optimizing the performance of digital advertising campaigns. However, the development of practical budget allocation algorithms remain li…
cs.AI2024
Augmenting Offline RL with Unlabeled Data
Zhao Wang, Briti Gangopadhyay, Jia-Fong Yeh +1
Recent advancements in offline Reinforcement Learning (Offline RL) have led to an increased focus on methods based on conservative policy updates to address the Out-of-Distribution…