Global Certificate in Reinforcement Algorithm Design
-- ViewingNowThe Global Certificate in Reinforcement Algorithm Design is a comprehensive course that empowers learners with the essential skills to design and implement reinforcement learning algorithms. This certification focuses on the importance of reinforcement learning, a crucial area of artificial intelligence, in addressing complex decision-making problems across various industries.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and Q-Table Algorithms
โข Deep Q Networks (DQNs) and Deep Reinforcement Learning
โข Policy Gradients and Policy-Based Methods
โข Actor-Critic Methods in Reinforcement Learning
โข Monte Carlo Tree Search (MCTS) and Tree-Based Algorithms
โข Reinforcement Learning Applications and Case Studies
โข Evaluation and Analysis of Reinforcement Learning Algorithms
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