Certificate in Reinforcement Learning for Smart Cities
-- ViewingNowThe Certificate in Reinforcement Learning for Smart Cities is a comprehensive course designed to equip learners with the latest skills in reinforcement learning and its application in building smart cities. This course emphasizes the importance of data-driven decision-making, automation, and optimization to enhance urban living and sustainability.
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โข Introduction to Reinforcement Learning & Smart Cities
โข Markov Decision Processes (MDPs) in Smart Cities
โข Q-Learning & SARSA in Reinforcement Learning for Smart Cities
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, and PPO
โข Multi-Agent Reinforcement Learning for Smart Cities
โข Reinforcement Learning Applications in Transportation & Mobility
โข Reinforcement Learning Applications in Energy Management
โข Reinforcement Learning Applications in Waste Management
โข Real-World Challenges & Best Practices in Reinforcement Learning for Smart Cities
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