Jove
Visualize
联系我们
JoVE
x logofacebook logolinkedin logoyoutube logo
关于 JoVE
概览领导团队博客JoVE 帮助中心
作者
出版流程编辑委员会范围与政策同行评审常见问题投稿
图书馆员
用户评价订阅访问资源图书馆顾问委员会常见问题
研究
JoVE JournalMethods CollectionsJoVE Encyclopedia of Experiments存档
教育
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab Manual教师资源中心教师网站
使用条款与条件
隐私政策
政策

相关概念视频

Reinforcement01:23

Reinforcement

199
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:
199
Reinforcement Schedules01:24

Reinforcement Schedules

139
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,...
139
Motivational Cycle01:20

Motivational Cycle

567
The motivational cycle is a key concept that explains how individuals are motivated to meet their needs. At its core, the cycle revolves around four distinct stages: need, drive, goal-directed behavior, and goal achievement. These stages respond to imbalances in the body or mind, prompting actions that restore balance.
The cycle begins with a need. This need can arise from various conditions, such as hunger, thirst, or temperature changes. For instance, when an individual feels cold, their body...
567
Observational Learning01:12

Observational Learning

158
Albert Bandura's observational learning, also known as imitation or modeling, occurs when a person observes and imitates another's behavior. It is a quicker process than operant conditioning. A well-known example is the Bobo doll study, where children who saw an adult acting aggressively towards the doll were more likely to act aggressively when left alone, compared to those who observed a nonaggressive adult. Many psychologists view observational learning as a form of latent learning...
158
Avoidance Learning and Learned Helplessness01:14

Avoidance Learning and Learned Helplessness

1.7K
Avoidance learning and learned helplessness are critical concepts in understanding behavioral responses to negative stimuli.
Avoidance learning occurs when an organism learns that a specific behavior can prevent an unpleasant outcome. For example, a student who receives a bad grade may start studying harder to avoid future poor grades. This behavior persists even when the negative outcome is no longer present. Avoidance learning is powerful because it maintains behavior in the absence of the...
1.7K
Incentive Theory: Pull Theory of Motivation01:18

Incentive Theory: Pull Theory of Motivation

415
Incentive theory, or the "pull theory" of motivation, suggests that external rewards primarily drive behavior. Individuals are motivated to engage in activities when they anticipate a desirable outcome. This is why people often work hard for promotions or study intensively to achieve high grades. These incentives can be tangible, physical rewards such as money or promotions, or intangible, non-physical rewards like praise and social recognition.
The theory differentiates between...
415

您也可能阅读

相关文章

通过共同作者、期刊和引用图与本文相关的文章。

排序
Same author

Endoscopic biliary stenting combined with nasobiliary drainage in hilar malignant biliary obstruction.

Therapeutic advances in gastrointestinal endoscopy·2026
Same author

Arginine-substituted Mastoparan-C derivatives combat dual bacterial pathogens: <i>in vitro</i> mechanistic insights and <i>in vivo</i> efficacy in polymicrobial wounds.

Microbiology spectrum·2026
Same author

Genome-wide analysis of MYB and F3'5'H gene families in Vaccinium bracteatum provides insights into anthocyanin biosynthesis.

BMC plant biology·2026
Same author

Culturally adapted DBT parent coaching for Chinese families of adolescents with mental disorders: a mixed-methods feasibility study.

BMC psychology·2026
Same author

Efficacy and safety of low-frequency repetitive transcranial magnetic stimulation in post-stroke depression: A fNIRS pilot study.

Psychiatry research·2026
Same author

Large language model augmented framework with domain-specific knowledge integration for medical named entity recognition.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

TraNce: Type-aware hypergraph neural network with biological mediators for drug repositioning.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

Decentralized ADMM for factorization-based Low-rank matrix estimation.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

Memristive neuromorphic circuit design inspired by the neural mechanisms of conditioned fear.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

Q-learning based asynchronous Boolean control networks stabilization with data loss.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

New results on prescribed-time synchronization of complex networks via intermittent control.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

Variance-constrained multi-view ensemble broad network for imbalanced data.

Neural networks : the official journal of the International Neural Network Society·2026
查看所有相关文章

相关实验视频

Updated: Jun 18, 2025

Investigating Motor Skill Learning Processes with a Robotic Manipulandum
07:52

Investigating Motor Skill Learning Processes with a Robotic Manipulandum

Published on: February 12, 2017

8.7K

乐观的顺序性多代理强化学习与激励性沟通.

Anqi Huang1, Yongli Wang1, Xiaoliang Zhou1

  • 1School of Computer Science and Engineering, Nanjing University of Science and Technology, Nanjing, 210094, China.

Neural networks : the official journal of the International Neural Network Society
|July 28, 2024
PubMed
概括
此摘要是机器生成的。

乐观的顺序软行为体批评与激励沟通 (OSSMC) 通过探索乐观的Q值和使用激励信息来增强多代理强化学习. 这种新的方法在合作任务中实现了更快的融合和更高的性能.

关键词:
激励性沟通是一种激励性沟通.多个代理强化学习学习多个代理强化学习学习多代理系统多代理系统政策梯度的政策梯度是什么强化学习是一种强化学习.

更多相关视频

Automated Interactive Video Playback for Studies of Animal Communication
07:21

Automated Interactive Video Playback for Studies of Animal Communication

Published on: February 9, 2011

13.3K
Quantifying Social Motivation in Mice Using Operant Conditioning
07:43

Quantifying Social Motivation in Mice Using Operant Conditioning

Published on: August 8, 2015

18.1K

相关实验视频

Last Updated: Jun 18, 2025

Investigating Motor Skill Learning Processes with a Robotic Manipulandum
07:52

Investigating Motor Skill Learning Processes with a Robotic Manipulandum

Published on: February 12, 2017

8.7K
Automated Interactive Video Playback for Studies of Animal Communication
07:21

Automated Interactive Video Playback for Studies of Animal Communication

Published on: February 9, 2011

13.3K
Quantifying Social Motivation in Mice Using Operant Conditioning
07:43

Quantifying Social Motivation in Mice Using Operant Conditioning

Published on: August 8, 2015

18.1K

科学领域:

  • 人工智能的人工智能
  • 机器学习 机器学习
  • 多代理系统 多代理系统

背景情况:

  • 在多代理强化学习 (MARL) 中,分散执行的集中训练 (CTDE) 是常见的.
  • 现有的算法低估了动作值,导致了次优化解决方案.
  • 复杂的沟通方法阻碍了对基本信息的关注.

研究的目的:

  • 为了引入一种新的方法,乐观的顺序软演员批评与激励性沟通 (OSSMC).
  • 在CTDE MARL算法中解决非最佳收和通信复杂性.

主要方法:

  • OSSMC使用乐观的Q值来贪地探索个人政策潜力.
  • 具有乐观的Q值的连续更新机制确保了单调的共同政策改进.
  • 激励性沟通模块促进合作行为.
  • 软演员关键 (SAC) 值规范化增强了和探索.

主要成果:

  • 与基线算法相比,OSSMC在基准数据集上的表现优越.
  • 提出的方法表现出明显更快的收率.
  • 经验结果验证了乐观的Q值和动机沟通的有效性.

结论:

  • OSSMC有效地克服了现有的CTDE MARL算法的局限性.
  • 该方法促进了更快的学习和更好的合作策略.
  • 在完全合作的MARL.中,OSSMC代表了一个有前途的进步.