Certificate in Reinforcement Learning for Transportation
-- ViewingNowThe Certificate in Reinforcement Learning for Transportation is a comprehensive course designed to equip learners with essential skills in reinforcement learning, a key area of artificial intelligence. This course is crucial in today's world, where there is an increasing demand for experts who can apply AI technologies to solve complex transportation problems.
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โข Introduction to Reinforcement Learning & Transportation Systems
โข Markov Decision Processes (MDPs) in Transportation
โข Q-Learning and SARSA Algorithms for Traffic Signal Control
โข Deep Reinforcement Learning for Autonomous Vehicles
โข Multi-Agent Reinforcement Learning in Transportation Networks
โข Reinforcement Learning for Dynamic Pricing in Transportation
โข Traffic Simulation and Reinforcement Learning
โข Evaluation Metrics and Benchmarks for Reinforcement Learning in Transportation
โข Real-World Applications and Case Studies of Reinforcement Learning in Transportation
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