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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⢠Advanced Reinforcement Learning Algorithms
⢠Deep Q-Networks (DQN) and Deep Reinforcement Learning
⢠Convolutional Neural Networks (CNN) in Robotics
⢠Recurrent Neural Networks (RNN) and Long Short-Term Memory (LSTM) in Robotics
⢠Robot Perception and Computer Vision Algorithms
⢠Probabilistic Robotics and Bayesian Networks
⢠Multi-robot Systems and Swarm Intelligence
⢠Machine Learning for Robot Control and Motion Planning
⢠Learning from Demonstration and Inverse Reinforcement Learning
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