Executive Development Programme in Reinforcement Learning Advanced Concepts
-- ViewingNowThe Executive Development Programme in Reinforcement Learning (RL) Advanced Concepts is a certificate course designed for professionals seeking to advance their expertise in AI and machine learning. This programme emphasizes the importance of RL, a cutting-edge machine learning technique that enables AI systems to learn through trial and error, and its significant impact on various industries such as gaming, robotics, finance, and healthcare.
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โข Reinforcement Learning Fundamentals
โข Markov Decision Processes (MDPs)
โข Temporal Difference (TD) Learning
โข Q-Learning and State-Action Reward Q (SARQ)
โข Deep Reinforcement Learning
โข Policy Gradients and Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS)
โข Reinforcement Learning Applications and Case Studies
โข Ethical Considerations in Reinforcement Learning
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