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Introduction to Cognitive Psychology01:20

Introduction to Cognitive Psychology

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Cognitive psychology is the field of psychology dedicated to examining how people think. It attempts to explain how and why we think the way we do by studying the interactions among human thinking, emotion, creativity, language, and problem-solving, as well as other cognitive processes. Cognitive psychology studies how information is processed and manipulated in remembering, thinking, and knowing.
This field emerged in the mid-20th century, following a period dominated by behaviorism, which...
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Piaget's Stage 3 of Cognitive Development01:17

Piaget's Stage 3 of Cognitive Development

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During Piaget's concrete operational stage, from ages 7 to 11, children exhibit a marked increase in logical thinking skills, specifically in relation to tangible, real-world events. This stage is characterized by the development of several essential cognitive concepts, including conservation, reversibility, and classification, all of which support the child's evolving capacity for structured thought.
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Reasoning01:30

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Reasoning is the action of thinking about something in a logical, sensible way. It is integral to problem-solving, decision-making, and critical thinking. Reasoning can be inductive or deductive. Reasoning involves transforming information into conclusions, which is essential for problem-solving, decision-making, and critical thinking.
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Statically Indeterminate Problem Solving01:16

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Statically indeterminate problems are those where statics alone can not determine the internal forces or reactions. Consider a structure comprising two cylindrical rods made of steel and brass. These rods are joined at point B and restrained by rigid supports at points A and C. Now, the reactions at points A and C and the deflection at point B are to be determined. This rod structure is classified as statically indeterminate as the structure has more supports than are necessary for maintaining...
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Machines: Problem Solving I01:22

Machines: Problem Solving I

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A toggle clamp is a mechanical device commonly used for holding and clamping objects in various applications, such as woodworking, metalworking, and assembly operations. Consider a toggle clamp subjected to a force of 200 N at the handle. The vertical clamping force can be calculated, provided the dimensions of the toggle clamp are known.
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Machines: Problem Solving II01:30

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Machines are complex structures consisting of movable, pin-connected multi-force members that work together to transmit forces. Consider a lifting tong carrying a 100 kg load. It comprises movable sections DAF and CBG linked together with member AB.
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The Modular Design and Production of an Intelligent Robot Based on a Closed-Loop Control Strategy
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Task-Oriented Robot Cognitive Manipulation Planning Using Affordance Segmentation and Logic Reasoning.

Zhongli Wang, Guohui Tian

    IEEE Transactions on Neural Networks and Learning Systems
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    Area of Science:

    • Robotics
    • Artificial Intelligence
    • Cognitive Science

    Background:

    • Task-oriented robot cognitive manipulation planning is essential for human-like task execution.
    • Robots need to understand object manipulation and grasping based on task requirements.
    • Current methods lack semantic reasoning for selecting appropriate manipulation parts.

    Purpose of the Study:

    • To propose a task-oriented robot cognitive manipulation planning method.
    • To equip robots with semantic reasoning for object part selection and orientation.
    • To enhance intelligent task execution in diverse service environments.

    Main Methods:

    • Affordance segmentation using a convolutional neural network with an attention mechanism.
    • Construction of object/task ontologies for managing diverse service environments.
    • Establishment of object-task affordances via causal probability logic and Dempster-Shafer theory for planning.

    Main Results:

    • The proposed method enables robots to semantically reason about object manipulation.
    • It improves the selection of appropriate object parts for specific tasks.
    • Experimental results show enhanced cognitive manipulation abilities and intelligent task performance.

    Conclusions:

    • The developed framework effectively enhances robot cognitive manipulation planning.
    • It allows robots to perform diverse tasks more intelligently by understanding object affordances and task requirements.
    • This approach contributes to more human-like and adaptable robot behavior in service settings.