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Meta clustering of neural bandits
The contextual bandit has been identified as a powerful framework to formulate the
recommendation process as a sequential decision-making process, where each item is …
recommendation process as a sequential decision-making process, where each item is …
Neural contextual bandits for personalized recommendation
In the dynamic landscape of online businesses, recommender systems are pivotal in
enhancing user experiences. While traditional approaches have relied on static supervised …
enhancing user experiences. While traditional approaches have relied on static supervised …
Conservative Contextual Bandits: Beyond Linear Representations
Conservative Contextual Bandits (CCBs) address safety in sequential decision making by
requiring that an agent's policy, along with minimizing regret, also satisfies a safety …
requiring that an agent's policy, along with minimizing regret, also satisfies a safety …