2 search results - page 1 / 1 » Piecewise-stationary bandit problems with side observations |
ICML
2009
IEEE
14 years 10 months ago
2009
IEEE
We consider a sequential decision problem where the rewards are generated by a piecewise-stationary distribution. However, the different reward distributions are unknown and may c...
ICML
2008
IEEE
14 years 10 months ago
2008
IEEE
We examine the problem of evaluating a policy in the contextual bandit setting using only observations collected during the execution of another policy. We show that policy evalua...