But learning that he was at a Benghazi hospital, almost certainly dead, and that the security situation at the hospital was uncertain, the reinforcements headed to the annex.
Topics include state estimation, planning in information space, partially observable Markov decision processes, reinforcement learning and planning with uncertain models.
Next, I will present a general safety framework enabling the use of learning control schemes (e.g. reinforcement learning) for safety-critical robotic systems in uncertain environments.
Under the action of loads, changing material property, structural reinforcement and so on, dam behavior expresses the uncertain variation characteristics.
This paper deals with the robust control issues for a class of uncertain nonlinear systems with completely unknown dynamics via a data-driven reinforcement learning method.
The game environment is uncertain, with rewards delivered on an unpredictable variable-ratio schedule of reinforcement, which is identical to gambling.
Uncertain of what to do and having little hope for reinforcements, Auffenburg was in a dangerous position.
A potential effect of Tau in modulating DA release in the ventral striatum, of importance for reinforcement mechanisms [ 52] and possibly ADHD in the SHR, therefore remains uncertain.
Reinforcement learning encompasses both a science of adaptive behavior of rational beings in uncertain environments and a computational methodology for finding optimal behaviors for challenging problems in control, optimization and adaptive behavior of intelligent agents.
Her research spans several areas of optimization and machine learning, including data-driven optimization under partial, uncertain, and online inputs, and related concepts in learning, namely multi-armed bandits, online learning, and reinforcement learning.
The uncertainties in the matrix and the reinforcement propagate to the bending and shear stiffnesses which, in turn, lead to an uncertain buckling load expression.
