Certificate in Reinforcement Learning Essentials for Professionals
-- ViewingNowThe Certificate in Reinforcement Learning Essentials for Professionals is a comprehensive course designed to equip learners with the fundamental concepts and techniques of reinforcement learning (RL). This certification program highlights the importance of RL in developing intelligent systems that can make decisions and take actions based on the environment to maximize rewards or minimize costs.
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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)
โข Policy Gradients and REINFORCE
โข Actor-Critic Methods
โข Advanced Reinforcement Learning Techniques
โข Applications of Reinforcement Learning
โข Challenges and Future Directions in Reinforcement Learning
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