Certificate in Robotics Learning Algorithms: Advanced Concepts
-- ViewingNowThe Certificate in Robotics Learning Algorithms: Advanced Concepts is a comprehensive course designed to equip learners with essential skills in robotics and machine learning. This program delves into advanced topics such as deep learning, computer vision, and natural language processing, focusing on their applications in robotics.
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โข Advanced Reinforcement Learning Algorithms
โข Deep Q-Networks (DQN) and Deep Reinforcement Learning
โข Convolutional Neural Networks (CNN) in Robotics
โข Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) in Robotics
โข Robot Perception and Computer Vision Algorithms
โข Probabilistic Robotics and Bayesian Networks
โข Multi-robot Systems and Swarm Intelligence
โข Machine Learning for Robot Control and Motion Planning
โข Learning from Demonstration and Inverse Reinforcement Learning
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