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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⢠Introduction to Reinforcement Learning & Distribution Networks
⢠Markov Decision Processes (MDPs) in Reinforcement Learning
⢠Q-Learning & State-Action-Reward-State-Action (SARSA) Algorithms
⢠Deep Reinforcement Learning: DQN, DDPG, TRPO, PPO
⢠Multi-Agent Reinforcement Learning in Distribution Networks
⢠Reinforcement Learning Applications in Smart Grids
⢠Designing Reward Functions for Reinforcement Learning in Distribution Networks
⢠Simulation Environments for Reinforcement Learning in Distribution Networks
⢠Evaluation Metrics for Reinforcement Learning in Distribution Networks
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