Certificate in Reinforcement Learning for Strategic Development
-- ViewingNowThe Certificate in Reinforcement Learning for Strategic Development is a comprehensive course designed to empower learners with essential skills in reinforcement learning, a subfield of artificial intelligence. This course is critical in today's data-driven world, where strategic decision-making is increasingly dependent on AI technologies.
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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) and Neural Fitted Q Iteration
โข Policy Gradients and REINFORCE Method
โข Actor-Critic Methods in Reinforcement Learning
โข Monte Carlo Tree Search (MCTS) for Strategic Decision Making
โข Case Studies: Reinforcement Learning in Game Playing and Resource Management
โข Multi-Agent Reinforcement Learning and Game Theory Applications
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- ThreeFourHoursPerWeek
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