Professional Certificate in Reinforcement Learning in Distribution Networks
-- ViewingNowProfessional Certificate in Reinforcement Learning in Distribution Networks: This certificate course is essential for professionals seeking to enhance their expertise in reinforcement learning and its application in distribution networks. The course covers fundamental and advanced topics, such as multi-agent reinforcement learning, deep reinforcement learning, and intelligent distribution networks.
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โข Introduction to Reinforcement Learning & Distribution Networks
โข Markov Decision Processes (MDPs) in Reinforcement Learning
โข Q-Learning & State-Action-Reward-State-Action (SARSA) Algorithms
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, PPO
โข Multi-Agent Reinforcement Learning in Distribution Networks
โข Reinforcement Learning Applications in Smart Grids
โข Designing Reward Functions for Reinforcement Learning in Distribution Networks
โข Simulation Environments for Reinforcement Learning in Distribution Networks
โข Evaluation Metrics for Reinforcement Learning in Distribution Networks
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