Optimal Algorithms for Stochastic Multi-Armed Bandits with Heavy Tailed Rewards

24 October 2020

Papers citing "Optimal Algorithms for Stochastic Multi-Armed Bandits with Heavy Tailed Rewards"

4 / 4 papers shown

Title
uniINF: Best-of-Both-Worlds Algorithm for Parameter-Free Heavy-Tailed MABs Yu Chen Jiatai Huang Yan Dai Longbo Huang 135 2 0 04 Oct 2024
Distribution oblivious, risk-aware algorithms for multi-armed bandits with unbounded rewards Anmol Kagrecha Jayakrishnan Nair Krishna Jagannathan 50 47 0 03 Jun 2019
Sparse Markov Decision Processes with Causal Sparse Tsallis Entropy Regularization for Reinforcement Learning Kyungjae Lee Sungjoon Choi Songhwai Oh 49 68 0 19 Sep 2017
Bandits with heavy tail Sébastien Bubeck Nicolò Cesa-Bianchi Gábor Lugosi 172 290 0 08 Sep 2012