Certificate in Reinforcement Learning: Decision-Making Skills
-- ViewingNowThe Certificate in Reinforcement Learning: Decision-Making Skills is a powerful course designed to equip learners with essential skills for career advancement in a world driven by artificial intelligence. This program focuses on teaching the art of decision-making through the lens of reinforcement learning, a subfield of machine learning that has gained immense popularity in recent years.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Value Functions
โข Policy Gradients and Policy-Based Methods
โข Deep Reinforcement Learning: DQN and Double DQN
โข Advanced Deep Reinforcement Learning: DDPG, TRPO, and PPO
โข Multi-Agent Reinforcement Learning
โข Applications of Reinforcement Learning: Gaming, Robotics, and Control
โข Ethical Considerations in Reinforcement Learning
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