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kategorie
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pojęcia
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Multi-Agent System

Computational system composed of multiple autonomous entities (agents) that interact to achieve common or individual goals in a shared environment.

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Distributed Coordination

Mechanism allowing robots to collaborate without centralized control, where each entity makes decisions based on local and limited information.

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Task Allocation

Algorithmic process of optimally assigning specific tasks to different robots in a team based on their capabilities and positions.

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Formation Control

Control technique allowing a group of robots to maintain predefined relative positions while collectively moving through space.

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Consensus Algorithm

Distributed protocol allowing robots to reach agreement on a common value or decision despite limited communications and delays.

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Leader-Follower Architecture

Hierarchical structure where a leader robot guides the movement and decisions of other follower robots in a controlled group configuration.

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Decentralized Control

Command strategy where each robot operates autonomously based on local information, without relying on a central authority for decision-making.

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Inter-Robot Communication

Exchange of information between robots via wireless or visual protocols to coordinate actions and share sensory data.

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Cooperative Path Planning

Algorithm for simultaneous trajectory planning for multiple robots avoiding mutual collisions while optimizing group objectives.

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Heterogeneous Robot Team

Set of robots with different capabilities, sensors, and actuators working in synergy to accomplish complex tasks requiring various expertise.

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Swarm Robotics

Discipline dealing with the coordination of large numbers of simple robots to collectively accomplish tasks through emergent behaviors.

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Flocking Algorithm

Behavioral rules inspired by birds where robots maintain group cohesion while avoiding collisions and aligning with their neighbors.

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Multi-Robot Localization

Simultaneous estimation of positions of multiple robots using mutual observations and shared information to improve localization accuracy.

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Collective Perception

Fusion of sensory data from multiple robots to create a more complete and robust environmental understanding than that of a single robot.

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Distributed SLAM

Collaborative version of SLAM where multiple robots jointly build a map of the environment while locating their respective positions.

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Robot Swarming

Phenomenon where many simple robots self-organize into dynamic structures to accomplish tasks impossible for individual units.

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Multi-Robot Task Scheduling

Time optimization of sequential or parallel task execution by a team of robots to maximize overall efficiency.

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Cooperative Manipulation

Physical coordination between multiple robots to collaboratively manipulate objects requiring force or precision beyond individual capabilities.

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