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Updated: Jul 10, 2026

Automated Visual Cognitive Tasks for Recording Neural Activity Using a Floor Projection Maze
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基于H-CRAN中的深度增强学习的节能动态增强型细胞间干扰协调方案

Hyungwoo Choi1, Taehwa Kim2, Seungjin Lee1

  • 1College of AI/SW Convergence, Kyungnam University, 7 Gyeongnamdaehak-ro, Masanhappo-gu, Changwon 51767, Republic of Korea.

Sensors (Basel, Switzerland)
|January 8, 2025
PubMed
概括

本研究介绍了使用深度强化学习 (DRL) 来管理干扰和节省电力的5G网络的新能源效率方法. 这项新方案显著减少了能源消耗,同时提高了异构云无线电接入网络 (H-CRAN) 的服务质量.

关键词:
5G网络中的5G网络.云中的 RAN 是云中的 RAN.物联网的物联网,就是物联网.能源效率是指能效的能源效率.对干扰进行协调协调.强化学习是一种强化学习.

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相关概念视频

Associative Learning01:27

Associative Learning

Associative learning is a fundamental concept in behavioral psychology, wherein a connection is established between two stimuli or events, leading to a learned response. This process is critical in understanding how behaviors are acquired and modified. Conditioning, the mechanism through which associations are formed, can be divided into two main types: classical conditioning and operant conditioning, each elucidating different aspects of associative learning.
Classical conditioning, also known...
Reinforcement01:23

Reinforcement

Positive and negative reinforcement are key concepts in operant conditioning, a learning process where the consequences of a behavior affect the likelihood of that behavior being repeated.
Positive reinforcement occurs when a behavior is followed by the presentation of a rewarding stimulus, increasing the frequency of that behavior. For example:
Reinforcement Schedules01:24

Reinforcement Schedules

Positive reinforcement is a powerful method for teaching new behaviors to both animals and humans. B.F. Skinner demonstrated this with his experiments using rats in a Skinner box. When a rat pressed a lever, it received a food pellet. This immediate reward encouraged the rat to repeat the behavior. This method, where a reward follows every instance of the behavior, is known as continuous reinforcement. It is highly effective for establishing new behaviors quickly.
Once a behavior is learned,...