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Found 7 papers, 0 papers with code
Dueling Over Dessert, Mastering the Art of Repeated Cake Cutting
Alice cuts the cake at a point of her choice, while Bob chooses the left piece or the right piece, leaving the remainder for Alice.
Replication-proof Bandit Mechanism Design
We consider Bayesian agents who are unaware of ex-post realization of their own arms' mean rewards, which is the first to study Bayesian extension of Shin et al. (2022).
Robust and Performance Incentivizing Algorithms for Multi-Armed Bandits with Strategic Agents
We identify a class of MAB algorithms which we call performance incentivizing which satisfy a collection of properties and show that they lead to mechanisms that incentivize top level performance at equilibrium and are robust under any strategy profile.
Online Advertisements with LLMs: Opportunities and Challenges
This paper explores the potential for leveraging Large Language Models (LLM) in the realm of online advertising systems.
Regret Analysis of Repeated Delegated Choice
To mitigate this behavior, the principal announces an eligible set which screens out a certain set of solutions.
Bandit Social Learning: Exploration under Myopic Behavior
We study social learning dynamics motivated by reviews on online platforms.
Multi-armed Bandit Algorithm against Strategic Replication
We consider a multi-armed bandit problem in which a set of arms is registered by each agent, and the agent receives reward when its arm is selected.
