基于模型的强化学习,使用孤立的想象

相关实验视频

Updated: Jul 10, 2025

The Double-H Maze: A Robust Behavioral Test for Learning and Memory in Rodents
09:01

The Double-H Maze: A Robust Behavioral Test for Learning and Memory in Rodents

Published on: July 8, 2015

12.6K

Minting Pan, Xiangming Zhu, Yitao Zheng

    IEEE transactions on pattern analysis and machine intelligence
    |November 24, 2023
    PubMed
    概括

    Iso-Dream++通过将可控制的动态与不可控制的动态隔离起来来增强强化学习的世界模型. 这种方法可以在像自动驾驶这样的复杂环境中改善远视野运动控制.

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    Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks11:18

    Closed-loop Neuro-robotic Experiments to Test Computational Properties of Neuronal Networks

    Published on: March 2, 2015

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    Examining Recall Memory in Infancy and Early Childhood Using the Elicited Imitation Paradigm06:35

    Examining Recall Memory in Infancy and Early Childhood Using the Elicited Imitation Paradigm

    Published on: April 28, 2016

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    相关概念视频

    Observational Learning01:12

    Observational Learning

    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...
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    Steps in the Modeling Process01:14

    Steps in the Modeling Process

    Albert Bandura's theory of observational learning identifies four critical processes: attention, retention, motor reproduction, and reinforcement or motivation.
    Attention is the first necessary component for observational learning. It involves focusing on what the model is doing and saying. For example, if you decide to take a drawing class to enhance your skills, you need to pay close attention to the instructor's words and hand movements. The characteristics of the model significantly...
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    Cognitive Learning01:21

    Cognitive Learning

    Cognitive learning is based on purposive behavior, incidental learning, and insight learning.
    E. C. Tolman's theory of purposive behavior emphasizes that much behavior is goal-directed. He argued that to understand behavior, we must look at the entire sequence of actions leading to a goal. For instance, high school students study hard, not just due to past reinforcement but also to achieve the goal of getting into a good college.
    Tolman introduced the idea that behavior is influenced by...
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    Purposive Learning01:22

    Purposive Learning

    E. C. Tolman emphasized the purposiveness of behavior — the idea that much of our behavior is goal-directed. For instance, employees who aim for a promotion work diligently to meet their targets. Tolman argued that when classical conditioning and operant conditioning occur, the organism acquires certain expectations. In classical conditioning, a child might fear a dog because they expect it to bite. In operant conditioning, a person might consistently work overtime because they expect a...
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    Modeling in Therapy01:26

    Modeling in Therapy

    Modeling, a key technique in therapy, uses observational learning to help clients acquire and practice new skills by watching therapists demonstrate desired behaviors. This approach, rooted in Albert Bandura's concept of vicarious learning, plays a significant role in therapeutic interventions for various psychological conditions, including social anxiety, ADHD, and depression.
    Participant Modeling
    Participant modeling involves therapists demonstrating calm and effective behaviors in...
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    Behaviorism01:28

    Behaviorism

    The field of behaviorism was pioneered by figures such as Ivan Pavlov, John B. Watson, and B.F. Skinner fundamentally shifted the focus of psychology to the observable and controllable aspects of human and animal behavior. This shift marked a critical evolution in the discipline, emphasizing scientific rigor and experimental methodology.
    The core premise of behaviorism is its focus on observable behavior rather than internal thoughts or feelings. This approach argues that true scientific...
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