Meta-Learning for Simple Regret Minimization

Meta-Learning for Simple Regret Minimization

25 February 2022

Mohammad Ghavamzadeh

Papers citing "Meta-Learning for Simple Regret Minimization"

12 / 12 papers shown

Title
Meta-Learning in Self-Play Regret Minimization David Sychrovský Martin Schmid Michal Sustr Michael Bowling 16 0 0 26 Apr 2025
Offline-to-online hyperparameter transfer for stochastic bandits Dravyansh Sharma Arun Sai Suggala OffRL 23 1 0 06 Jan 2025
Modified Meta-Thompson Sampling for Linear Bandits and Its Bayes Regret Analysis Hao Li Dong Liang Zheng Xie 20 0 0 10 Sep 2024
UCB Exploration for Fixed-Budget Bayesian Best Arm Identification Rong J.B. Zhu Yanqi Qiu 20 0 0 09 Aug 2024
Transfer in Sequential Multi-armed Bandits via Reward Samples NR Rahul Vaibhav Katewa 14 1 0 19 Mar 2024
Prior-Dependent Allocations for Bayesian Fixed-Budget Best-Arm Identification in Structured Bandits Nicolas Nguyen Imad Aouali András Gyorgy Claire Vernade 22 2 0 08 Feb 2024
Sequential Best-Arm Identification with Application to Brain-Computer Interface Xiaoping Zhou Botao Hao Jian Kang Tor Lattimore Lexin Li 6 2 0 17 May 2023
Learning not to Regret David Sychrovský Michal Sustr Elnaz Davoodi Michael Bowling Marc Lanctot Martin Schmid 13 3 0 02 Mar 2023
On the Sample Complexity of Representation Learning in Multi-task Bandits with Global and Local structure Alessio Russo Alexandre Proutière 14 2 0 28 Nov 2022
No Regrets for Learning the Prior in Bandits Soumya Basu B. Kveton Manzil Zaheer Csaba Szepesvári 41 33 0 13 Jul 2021
Probabilistic Model-Agnostic Meta-Learning Chelsea Finn Kelvin Xu Sergey Levine BDL 165 664 0 07 Jun 2018
Model-Agnostic Meta-Learning for Fast Adaptation of Deep Networks Chelsea Finn Pieter Abbeel Sergey Levine OOD 243 11,568 0 09 Mar 2017