Exploration and Incentives in Reinforcement Learning

v1v2v3v4v5 (latest)

Exploration and Incentives in Reinforcement Learning

28 February 2021

Max Simchowitz

Aleksandrs Slivkins

ArXiv (abs)PDF HTML

Papers citing "Exploration and Incentives in Reinforcement Learning"

11 / 11 papers shown

Title
Geometry Meets Incentives: Sample-Efficient Incentivized Exploration with Linear Contexts Benjamin Schiffer Mark Sellke 52 0 0 02 Jun 2025
Competitive Multi-armed Bandit Games for Resource Sharing Hongbo Li Lingjie Duan 74 0 0 26 Mar 2025
Efficient Individually Rational Recommender System under Stochastic Order Gal Bahar Omer Ben-Porat Kevin Leyton-Brown Moshe Tennenholtz 158 0 0 18 Feb 2025
Learning to Mitigate Externalities: the Coase Theorem with Hindsight Rationality Antoine Scheid Aymeric Capitaine Etienne Boursier Eric Moulines Michael I. Jordan Alain Durmus 201 5 0 28 Jun 2024
Incentivized Learning in Principal-Agent Bandit Games Antoine Scheid D. Tiapkin Etienne Boursier Aymeric Capitaine El-Mahdi El-Mhamdi Eric Moulines Michael I. Jordan Alain Durmus 169 11 0 06 Mar 2024
Improved Online Learning Algorithms for CTR Prediction in Ad Auctions Zhe Feng Christopher Liaw Zixin Zhou 29 5 0 29 Feb 2024
Incentivized Collaboration in Active Learning Lee Cohen Han Shao FedML 153 0 0 01 Nov 2023
Algorithmic Censoring in Dynamic Learning Systems Jennifer Chien Margaret E. Roberts Berk Ustun 72 6 0 15 May 2023
Repeated Principal-Agent Games with Unobserved Agent Rewards and Perfect-Knowledge Agents Ilgin Dogan Zuo‐Jun Max Shen A. Aswani 71 7 0 14 Apr 2023
Algorithmic Information Design in Multi-Player Games: Possibility and Limits in Singleton Congestion Chenghan Zhou Thanh H. Nguyen Haifeng Xu 69 3 0 25 Sep 2021
Learning Adversarial Markov Decision Processes with Delayed Feedback Tal Lancewicki Aviv A. Rosenberg Yishay Mansour 107 35 0 29 Dec 2020