Certificate in Reinforcement Learning for Robotics
-- ViewingNowThe Certificate in Reinforcement Learning for Robotics is a comprehensive course designed to equip learners with essential skills in reinforcement learning, a critical area of artificial intelligence. This course is crucial in today's technology-driven world, where robotics and AI are increasingly being used in various industries.
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โข Introduction to Reinforcement Learning & Robotics
โข Markov Decision Processes (MDPs) & Reinforcement Learning
โข Temporal Difference (TD) Learning & Q-Learning
โข Deep Reinforcement Learning & DQN (Deep Q Network)
โข Policy Gradients & Actor-Critic Methods
โข Reinforcement Learning for Robot Navigation & Manipulation
โข Multi-Agent Reinforcement Learning & Robot Swarms
โข Simulation Environments for Reinforcement Learning in Robotics
โข Real-World Implementations & Challenges of Reinforcement Learning in Robotics
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