Sentence examples for from demonstration from inspiring English sources

Using a set of videogame-like domains, we demonstrate that using abstraction from demonstration can obtain up to exponential speed-ups in table-based representations, and polynomial speed-ups when compared with function approximation-based RL algorithms such as fitted Q-learning and LSPI.

Although relatively small in number, our cohort demonstrates a median survival from demonstration of metastases in the NET group of longer than the SEER database at 124 months but not as long as the Pape et al series.

While these initial applications are simple, they demonstrate the ability to extract primitives from demonstration, recognize the learned primitives in subsequent demonstrations, and combine and transform primitives to create different capabilities, which are all critical to the GBP paradigm.

Two major challenges with Learning from Demonstration (LfD) are to identify what information in a demonstrated behavior requires attention by the robot, and to generalize the learned behavior such that the robot is able to perform the same behavior in novel situations.

An intuitive way to reduce this expensive exercise is to replace programming with machine learning of robot actions from demonstration where a (learner) robot learns an action by observing a demonstrator robot performing the same.

The budget papers show $1b of the CEFC's existing funding will be used to establish a clean energy innovation fund, to provide debt and equity financing to help emerging clean energy technologies "make the leap from demonstration to commercial deployment".

The proposed HPOPSO was applied to the learning-from-demonstration problem in which a teacher performs executions of the desired behavior.

Paramilitary police officers blocked foreign reporters from demonstrations.

She made no claim that it was set off by an anti-Muslim video or arose spontaneously from demonstrations.

In other parts of the country, women have all but disappeared from demonstrations as violence has intensified.

The untidy proceeding resulted from demonstrations at the 1968 Democratic National Convention, with the political activist Abbie Hoffman a defendant.