Professional Certificate in Robotics: Reinforcement Learning for a Competitive Edge
-- ViewingNowThe Professional Certificate in Robotics: Reinforcement Learning for a Competitive Edge is a course designed to provide learners with a competitive edge in the robotics industry. With the increasing demand for automation and AI in various sectors, this course is crucial for professionals looking to advance their careers.
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โข Unit 1: Introduction to Robotics & Reinforcement Learning
โข Unit 2: Markov Decision Processes (MDPs) & Dynamic Programming
โข Unit 3: Monte Carlo & Temporal Difference (TD) Learning
โข Unit 4: Deep Reinforcement Learning & Neural Fitted Q-Iteration
โข Unit 5: Reinforcement Learning Algorithms: Q-Learning, SARSA, & DQN
โข Unit 6: Model-Based vs Model-Free Reinforcement Learning
โข Unit 7: Exploration vs Exploitation Trade-off in RL
โข Unit 8: Multi-Agent Reinforcement Learning & Swarm Robotics
โข Unit 9: Real-World Robotics Applications of RL
โข Unit 10: Designing Competitive Robotic Systems with RL
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