Executive Development Programme in Robotics: Decision-Making
-- ViewingNowThe Executive Development Programme in Robotics: Decision-Making certificate course is a comprehensive program designed to meet the growing industry demand for robotics expertise. This course emphasizes the importance of decision-making algorithms in robotics, a critical skill for developing autonomous systems.
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โข Fundamentals of Robotics and Decision-Making: An overview of robotics, decision-making, and their intersection. This unit covers essential concepts and terminology.
โข Robot Sensors and Perception: An exploration of the various sensors used in robotics and how robots interpret sensory data to understand their environment. Includes discussion of vision, touch, and audio sensors.
โข Robot Navigation and Mapping: This unit examines how robots navigate their surroundings and create maps. Topics include simultaneous localization and mapping (SLAM) algorithms and path planning.
โข Machine Learning and Artificial Intelligence for Robotics: An introduction to AI and ML techniques used in robot decision-making, such as neural networks, deep learning, and reinforcement learning.
โข Robot Decision-Making Architectures: A survey of different decision-making architectures, including rule-based systems, behavior-based systems, and hybrid architectures. Discusses their strengths and weaknesses.
โข Multi-Robot Systems: An overview of how teams of robots can work together to make decisions and accomplish tasks. Covers topics such as swarm intelligence and cooperative decision-making.
โข Ethics and Robotics: Explores the ethical considerations of robot decision-making, such as accountability, privacy, and bias. Discusses how to design ethical robots that make responsible decisions.
โข Robotics Applications and Case Studies: Examines how decision-making robotics are applied in various industries, including manufacturing, healthcare, and transportation. Includes real-world case studies.
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