8 datasets found

Multi-armed bandit problem with known trend

The dataset used in this paper is a sequence of random samples independently distributed from a probability distribution ρ.

The dataset used in the paper is a multi-agent system with competing online learning agents. The dataset is used to evaluate the proposed pricing mechanism for resource...

An efficient algorithm for online decision problems.

The dataset used in this paper is a collection of i.i.d. sequences (X1, Y1), (X2, Y2)... of [0, 1]d × {0, 1}-valued random variables that come sequentially, such that each (Xi,...

The dataset used in the paper is a sequence of strongly observable undirected feedback graphs, where each graph has independence number α for some common value α.

The proposed online learning paradigm is a significant extension of the conventional kernel adaptive filtering framework from RKHS to the space L2(RL, dµ) which has no...

The dataset used in the paper is a collection of historical prices and demand observations for a single product with infinite amount of inventory over a selling horizon of T...