Optimal Regret Bounds for Selecting the State Representation in Reinforcement Learning

11 February 2013

Papers citing "Optimal Regret Bounds for Selecting the State Representation in Reinforcement Learning"

6 / 6 papers shown

Title
Selecting the State-Representation in Reinforcement Learning Odalric-Ambrym Maillard Rémi Munos D. Ryabko 54 40 0 11 Feb 2013
Online Regret Bounds for Undiscounted Continuous Reinforcement Learning R. Ortner D. Ryabko OffRL 69 85 0 11 Feb 2013
Predictive State Representations: A New Theory for Modeling Dynamical Systems Satinder Singh Michael R. James Matthew R. Rudary AI4TS AI4CE 66 288 0 11 Jul 2012
REGAL: A Regularization based Algorithm for Reinforcement Learning in Weakly Communicating MDPs Peter L. Bartlett Ambuj Tewari 71 280 0 09 May 2012
Feature Reinforcement Learning: Part I: Unstructured MDPs Marcus Hutter 72 67 0 09 Jun 2009
On the Possibility of Learning in Reactive Environments with Arbitrary Dependence D. Ryabko Marcus Hutter 57 24 0 31 Oct 2008