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It's also shown in the flexibility to design exploration schemes according to the uncertainty of geological information and technology, especially for deepwater oil and gas exploration projects.
However, we argue that the performance of spectrum management, including both dynamic spectrum access and dynamic spectrum sharing, will largely depend on different reinforcement learning exploration schemes, and we believe that the traditional multi-agent multi-state reinforcement learning exploration schemes may not be adequate in the context of spectrum management.
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We then propose a novel reinforcement learning exploration scheme and show that we can improve the performance of multi-agent multi-state reinforcement learning based spectrum management by using the proposed reinforcement learning exploration scheme.
The proposed area exploration scheme is implemented using a hybrid of max-gain approach and cost-utility based frontier (HMF) approach.
This paper introduces a novel multi-agent multi-state reinforcement learning exploration scheme for dynamic spectrum access and dynamic spectrum sharing in wireless communications.
At the initial stage of investment, the oil price was at a relatively low level but moving upward, so the exploration scheme was conservatively designed for modest oil production since only pre-exploration had been conducted, and detailed exploration data were not available.
Dragon Exploration System.
Various case studies are presented to illustrate the proposed flexible many-core architectures and enable to focus on architecture exploration, instantiated scheme of parallelization and timing performance.
GAs and PSO are both methods that optimize the optimization criterion using exploration and exploitation schemes.
Taxpayers' money could be channelled directly into North Sea oil exploration under a scheme announced to the industry in Aberdeen on Thursday by Danny Alexander, chief secretary to the Treasury.
If the exploration and development scheme is adjusted based on the additional information, the economy value of project could be increased.
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