Exploitation and exploration
Exploitation or Exploration? The Intelligent Approach
... Intelligent Exploitation and Exploration Framework can be useful when deciding the implementation of a knowledge management strategy based on exploitation or based on ...their exploitation or ...
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Modelling exploration and exploitation in organizational learning
... of exploitation and exploration would be the scarcity of the resources needed to pursue both exploration and exploitation and whether it happens on a single domain as in a single person or a ...
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Essays on exploitation and exploration in software development
... By providing a more nuanced understanding of different types of sub-networks in OSS development, this dissertation makes several important theoretical and practical contributions. From a theoretical perspective, we ...
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Exploitation and Exploration in a Performance based Contextual Advertising System
... both exploitation and exploration have similar chances to select ads that do not meet the CFB threshold, thus favoring exploration more does not necessar- ily help CFB coverage ...
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Chasing a Moving Target: Exploitation and Exploration in Dynamic Environments
... at exploration, allocating a larger share of resources to ...forego exploration in its entirety, continuing an investment program in electric vehicle technologies, but whereas ...
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Using Confidence Bounds for Exploitation-Exploration Trade-offs
... In Section 2 we start off with the random bandit problem. The random bandit problem is a typical model for the trade-off between exploitation and exploration. Using upper con- fidence bounds, very simple ...
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Combining Exploration and Exploitation in Active Learning
... an exploration- exploitation ...bines exploration and exploitation by using the estimated classi er to discard un- informative instances in the unlabeled data and uniformly score the remaining ...
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Space: Exploration and exploitation in a modern society
... Space: Exploration and exploitation in a modern society 2 S p a c e : e x p l o r a t i o n a n d e x p l o i t a t i o n i n a m o d e r n S o c i e t y a u g u S t 2 0 0 9 ...
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CiteSeerX — Balancing Exploration and Exploitation in Motion Planning
... Scenario 1: All planners except the single tree RRTCon- nect are capable of solving this problem within the time limit of 20min. The single query methods have the advantage of focusing on the correct area of the maze, ...
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Balancing between exploration and exploitation in a lean business environment
... performing exploration and ...for exploration but tend to benefit from short communication lines which means they can serve the customer better and ...
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Balancing between Exploration and Exploitation across Acquisitions and Alliances
... The exploration is a risky activity and at the same time costly (March, ...to exploitation the returns from exploration are less certain (March, ...Emphasized exploration could reduce the ...
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Patents as Measure of Exploration and Exploitation Strategy: The Case of CVC Investments
... studying exploration and exploitation have been highlighting for long the essential trade-offs firms make in undertaking these activities offering significant support for models in which exploration ...
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Group-Level Exploration and Exploitation: A Computer Simulation-Based Analysis
... Within-group exploration allows for the generation of new ...within-group exploitation it offers the possibility to scan more different ...within-group exploitation in all ...between-group ...
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The effects of lean management on the tension between exploration and exploitation in SMEs
... 9. LIMITATIONS & FUTURE RESEARCH Several limitations to this research deserve attention and provide guidance for future research. First of all, this research only investigated the hypotheses by looking at a sample size ...
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Decoupling Exploration and Exploitation for Meta-Reinforcement Learning without Sacrifices
... optimal exploration and exploitation can be learned end-to-end by simply maximiz- ing task ...good exploitation to gauge the explo- ration’s utility, but learning to exploit requires in- formation ...
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A Visual Exploration Workflow as Enabler for the Exploitation of Linked Open Data
... the exploration of a ...the exploration of any other LOD ...LOD exploitation more likely; and it increases the demand for data of better quality, both in terms of context and ...
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The role of exploration/exploitation knowledge process in collaborative knowledge creation
... the exploration vs. exploitation knowledge process (March 1991; Lavie and Rosenkopf ...enhancing exploitation by focusing on existing knowledge which is acquired, transferred and used in other ...
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Managers' Regulatory Focus, Temporal Focus and Exploration-Exploitation Activities
... However, despite this growing effort to determine the precise nature of this important relationship, there are still several unanswered questions. For example, we still know very little about how this relationship works ...
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Reactive approach for automating exploration and exploitation in ant colony optimization
... 4.2.7 Experimental Design for Developing RLS Technique To test the influence of the RLS technique on ACO-based local search algorithms, two parts of experimental comparisons need to be conducted. These are to test the ...
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Parallelizing Exploration-Exploitation Tradeoffs in Gaussian Process Bandit Optimization
... The exploration-exploitation tradeoff has also been studied in Bayesian global optimization and response surface modeling, where Gaussian process (GP, see Rasmussen and Williams, 2006) models are often used ...
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