Satisficing in Time-Sensitive Bandit Learning

7 March 2018

Papers citing "Satisficing in Time-Sensitive Bandit Learning"

16 / 16 papers shown

Title
On Bits and Bandits: Quantifying the Regret-Information Trade-off Itai Shufaro Nadav Merlis Nir Weinberger Shie Mannor 101 0 0 26 May 2024
Information-Theoretic Confidence Bounds for Reinforcement Learning Xiuyuan Lu Benjamin Van Roy 25 60 0 21 Nov 2019
An Information-Theoretic Approach to Minimax Regret in Partial Monitoring Tor Lattimore Csaba Szepesvári 23 70 0 01 Feb 2019
Information Directed Sampling for Stochastic Bandits with Graph Feedback Fang Liu Swapna Buccapatnam Ness B. Shroff 35 41 0 08 Nov 2017
Thompson Sampling For Stochastic Bandits with Graph Feedback Aristide C. Y. Tossou Christos Dimitrakakis Devdatt Dubhashi 28 28 0 16 Jan 2017
Multi-scale exploration of convex functions and bandit convex optimization Sébastien Bubeck Ronen Eldan 35 73 0 23 Jul 2015
On the Complexity of Best Arm Identification in Multi-Armed Bandit Models E. Kaufmann Olivier Cappé Aurélien Garivier 110 1,021 0 16 Jul 2014
Learning to Optimize via Information-Directed Sampling Daniel Russo Benjamin Van Roy 104 280 0 21 Mar 2014
An Information-Theoretic Analysis of Thompson Sampling Daniel Russo Benjamin Van Roy 93 423 0 21 Mar 2014
Learning to Optimize Via Posterior Sampling Daniel Russo Benjamin Van Roy 137 699 0 11 Jan 2013
Linear Bandits in High Dimension and Recommendation Systems Y. Deshpande Andrea Montanari OffRL 54 71 0 08 Jan 2013
Kullback-Leibler upper confidence bounds for optimal sequential allocation Olivier Cappé Aurélien Garivier Odalric-Ambrym Maillard Rémi Munos Gilles Stoltz 86 394 0 03 Oct 2012
Further Optimal Regret Bounds for Thompson Sampling Shipra Agrawal Navin Goyal 92 443 0 15 Sep 2012
X-Armed Bandits Sébastien Bubeck Rémi Munos Gilles Stoltz Csaba Szepesvari 123 383 0 25 Jan 2010
Linearly Parameterized Bandits Paat Rusmevichientong J. Tsitsiklis 206 558 0 18 Dec 2008
Multi-Armed Bandits in Metric Spaces Robert D. Kleinberg Aleksandrs Slivkins E. Upfal 212 468 0 29 Sep 2008