Professional Certificate in Reinforcement Learning Approaches: Growth
-- ViewingNowProfessional Certificate in Reinforcement Learning Approaches: Growth This certificate course is designed to provide learners with essential skills in reinforcement learning, a crucial area of artificial intelligence. With a focus on practical application, learners will explore advanced topics such as deep Q-networks, policy gradients, and actor-critic methods.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Q-tables
โข Deep Q Networks (DQNs) & Deep Reinforcement Learning
โข Policy Gradients and REINFORCE
โข Actor-Critic Methods
โข Advanced Reinforcement Learning Techniques
โข Applications of Reinforcement Learning in Industry
โข Ethical Considerations in Reinforcement Learning
โข Future Trends in Reinforcement Learning
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