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Regret Bounds for Restless Markov Bandits

Regret Bounds for Restless Markov Bandits

12 September 2012
R. Ortner
D. Ryabko
P. Auer
Rémi Munos
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Papers citing "Regret Bounds for Restless Markov Bandits"

5 / 5 papers shown
Title
Optimal Regret Bounds for Selecting the State Representation in
  Reinforcement Learning
Optimal Regret Bounds for Selecting the State Representation in Reinforcement Learning
Odalric-Ambrym Maillard
P. Nguyen
R. Ortner
D. Ryabko
65
30
0
11 Feb 2013
Selecting the State-Representation in Reinforcement Learning
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
Online Regret Bounds for Undiscounted Continuous Reinforcement Learning
R. Ortner
D. Ryabko
OffRL
69
85
0
11 Feb 2013
REGAL: A Regularization based Algorithm for Reinforcement Learning in
  Weakly Communicating MDPs
REGAL: A Regularization based Algorithm for Reinforcement Learning in Weakly Communicating MDPs
Peter L. Bartlett
Ambuj Tewari
71
280
0
09 May 2012
On the Possibility of Learning in Reactive Environments with Arbitrary
  Dependence
On the Possibility of Learning in Reactive Environments with Arbitrary Dependence
D. Ryabko
Marcus Hutter
55
24
0
31 Oct 2008
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