These will be important for bootstrapping the system using the available measurements (R2 and R1 ).
Robotic applications tend to be multidimensional, and if a reward is provided only at the goal, then additional means to guide a robot to the target are required, like 'learning from easy missions' (hence, bootstrapping the system with simple tasks) or using simpler controllers (like teachers, Martinez-Marin and Duckett 2004), otherwise learning times would be impractically long.
And so we leverage that to essentially bootstrap the system.
Then, the learned models are used to bootstrap the system.
This allowed us to involve a diverse set of investors who we felt could add a lot of value to the project and enabled us to build a large stabilization fund to bootstrap the system.
Although the bulk of learning in this model is done simultaneously in all layers, we still found it necessary to use a somewhat staged learning approach to bootstrap the system.
Motivated by the fact that these systems return a significant number of errors or low relevance relation instances, a graph-based method to rank the returned relation instances of bootstrapping Relation Extraction system is proposed in [64].
Without considering bootstrapping, our system fulfills only the first two conditions.
Finally, we present a reference bootstrap process for a reflective system and Hazelnut, its implementation for bootstrapping the Pharo Smalltalk-inspired system.
We tested the significance of the overall over- or under-representation of mito-nuclear genes on the sex chromosomes in male- and female-heterogametic systems by bootstrapping 10,000 times the bias for each orthologous sex chromosome (mean bias for those sex chromosomes represented by multiple species) and calculating the 95% CIs for X and Z chromosomes.
Some of the most imaginative ideas in those days were coming from physicists like John Wheeler, who saw the universe as a "self-excited system" bootstrapped into being by conscious observers.
