Sentence examples for given a set of actions from inspiring English sources
What reinforcement learning concerns, given a set of actions taken from some states and the rewards thus received, is how to improve the Agent policy in such a way as to increase the expected return ({mathbb {E}}[G]).
The legal significance of invoking the concept of self-defense is not to distinguish between offensive and defensive military maneuvers, but rather to give a set of actions legitimacy under international law, and thereby to justify and vindicate the nation that engages in those acts.
Given a set of payoffs for different actions, formal game theory can identify the optimal strategy or probability distribution over actions against an intelligent adversary.
Unlike surveys, Decision Lens takes the raw business data and allows decision makers to evaluate the impact of certain courses of action given a set of mapped decision blueprints.
As illustrated in Figure 1, given a set of retrieved citations, users might take three different courses of action: browsing the result set, issuing a new query, or abandoning the search.
Given a set of pre-segmented motion sequences as training examples, the algorithm simultaneously segments and classifies human actions, and it also rejects outlying actions that are not in the training set.
In brief, participants are given a set of errands for one day that are described by location, time, action and importance.
Given a set of rules, it is important that the robot is able to establish the consistency between its rules, its perception-based beliefs, its planned actions and their consequences.
Given the system state and a set of actions, a policy is a set of state-action pairs to perform a robotic task.
