Strategic Decision-Making in the Presence of Information Asymmetry:
Provably Efficient RL with Algorithmic Instruments

Strategic Decision-Making in the Presence of Information Asymmetry: Provably Efficient RL with Algorithmic Instruments

23 August 2022

Papers citing "Strategic Decision-Making in the Presence of Information Asymmetry: Provably Efficient RL with Algorithmic Instruments"

11 / 11 papers shown

Title
Two-way Deconfounder for Off-policy Evaluation in Causal Reinforcement Learning Shuguang Yu Shuxing Fang Ruixin Peng Zhengling Qi Fan Zhou C. Shi CML OffRL 82 1 0 08 Dec 2024
Strategic Linear Contextual Bandits Thomas Kleine Buening Aadirupa Saha Christos Dimitrakakis Haifeng Xu 38 0 0 01 Jun 2024
Regularized DeepIV with Model Selection Zihao Li Hui Lan Vasilis Syrgkanis Mengdi Wang Masatoshi Uehara 36 2 0 07 Mar 2024
Online Learning in a Creator Economy Banghua Zhu Sai Praneeth Karimireddy Jiantao Jiao Michael I. Jordan 21 7 0 19 May 2023
The Sample Complexity of Online Contract Design Banghua Zhu Stephen Bates Zhuoran Yang Yixin Wang Jiantao Jiao Michael I. Jordan 23 46 0 10 Nov 2022
A Reinforcement Learning Approach in Multi-Phase Second-Price Auction Design Rui Ai Boxiang Lyu Zhaoran Wang Zhuoran Yang Michael I. Jordan 26 3 0 19 Oct 2022
Pessimism in the Face of Confounders: Provably Efficient Offline Reinforcement Learning in Partially Observable Markov Decision Processes Miao Lu Yifei Min Zhaoran Wang Zhuoran Yang OffRL 51 22 0 26 May 2022
Regret Minimization with Performative Feedback Meena Jagadeesan Tijana Zrnic Celestine Mendler-Dünner 30 33 0 01 Feb 2022
Pessimistic Model-based Offline Reinforcement Learning under Partial Coverage Masatoshi Uehara Wen Sun OffRL 96 144 0 13 Jul 2021
Outside the Echo Chamber: Optimizing the Performative Risk John Miller Juan C. Perdomo Tijana Zrnic 76 97 0 17 Feb 2021
Offline Reinforcement Learning: Tutorial, Review, and Perspectives on Open Problems Sergey Levine Aviral Kumar George Tucker Justin Fu OffRL GP 340 1,960 0 04 May 2020