Sentence examples for balanced exploration of from inspiring English sources

The Vietnam War gave rise to a plethora of documentary essays, some of them politically committed, some attempting a balanced exploration of the situation.

Critically examining a range of issues including the transnational struggle over the human right to water, the "commons" as a water-supply-management strategy, and the environmental dimensions of water privatization Privatizing Water is a balanced exploration of a critical issue that affects billions of people around the world.

This paper provides a balanced exploration of the perspectives of both service users and providers.

Regardless of this choice, all RL systems must address two fundamental problems: (1) balancing exploration of relatively untested action choices versus exploitation of information about choices that have already been shown to be impactful and (2) accounting for delayed effects of a given action choice on patients' future adherence behavior.

The only factor restricting the efficiency of this FA algorithm is the need of having balanced exploration and exploitation while searching for the global optima in the search-space.

To balance exploration (gain of knowledge) and exploitation (use of knowledge), link managers adopt the ε-greedy action selection strategy (see Section 'Reinforcement learning') with two stages.

We present evidence suggesting that cooperative dynamics are able to naturally balance exploration and exploitation of local maxima, via endless cycles of cooperation (where local maxima are exploited) and defection (where new areas are explored).

By using a probabilistic plan selection function, the agents can balance exploration and exploitation of their plans.

The importance of balancing exploration and engagement, Pentland says, is something that emerges again and again in his group's research.

While the general concept is seen to dominate the field [13], the model of balancing exploration and exploitation was presented by March [7] as a way to enable organizational ambidexterity in an organization.

Young companies necessarily have to balance exploration and a healthy amount of exploitation in order to survive and thrive.