Prior-free and prior-dependent regret bounds for Thompson Sampling

21 April 2013

Papers citing "Prior-free and prior-dependent regret bounds for Thompson Sampling"

5 / 5 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
Bounded regret in stochastic multi-armed bandits Sébastien Bubeck Vianney Perchet Philippe Rigollet 134 92 0 06 Feb 2013
Learning to Optimize Via Posterior Sampling Daniel Russo Benjamin Van Roy 137 699 0 11 Jan 2013
Further Optimal Regret Bounds for Thompson Sampling Shipra Agrawal Navin Goyal 92 443 0 15 Sep 2012
Thompson Sampling: An Asymptotically Optimal Finite Time Analysis E. Kaufmann N. Korda Rémi Munos 102 585 0 18 May 2012