Sentence examples for learns optimal from inspiring English sources

Komorowski, M. et al. The Artificial Intelligence Clinician learns optimal treatment strategies for sepsis in intensive care.

BNFinder learns optimal networks with respect to two generally used scoring criteria: Bayesian Dirichlet equivalence (BDe) and minimal description length (MDL).

Biological systems routinely and effectively solve massively complex optimization problems in evolution, learning, optimal control, cell signalling, and other areas vital to life's success.

This is a learning optimal control algorithm whereby the Gaussian network is slowly learned as contacts are made at each folding step and the entries of the contact map are filled dynamically along the optimal folding trajectory.

This includes evolutionary dynamics, eco-evolutionary processes, biological learning, optimal biological control, and much more.

This paper analyzes the problem of learning optimal active classifiers, using a variant of the probably-approximately-correct (PAC) model.

We then show that, in more general environments, this task of learning optimal active classifiers is often intractable.

The SMNE algorithm uses a symbiotic evolutionary algorithm and particle swarm optimisation to learn optimal neurocontroller weights from the partially identified system within a reinforcement learning framework.

As a concrete example, I will consider the problem of optimal data acquisition, a challenge which arises in active learning, optimal sensing and experimental design.

We propose an online procedure for learning optimal value function and for calculating a robust control policy.

In this paper, we present a statistical approach for the development of a dialog manager and for learning optimal dialog strategies.