Masterclass Certificate in Reinforcement Learning Performance Optimization
-- ViewingNowThe Masterclass Certificate in Reinforcement Learning Performance Optimization is a comprehensive course that equips learners with essential skills in reinforcement learning, a subfield of artificial intelligence. This course emphasizes the practical application of reinforcement learning techniques to optimize system performance and decision-making processes in various industries, including finance, gaming, and robotics.
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โข Introduction to Reinforcement Learning Performance Optimization
โข Markov Decision Processes (MDPs) and Dynamic Programming
โข Temporal Difference Learning and Q-Learning
โข Deep Reinforcement Learning: DQN, DDPG, and Trust Region Policy Optimization
โข Monte Carlo Tree Search and AlphaGo
โข Multi-Agent Reinforcement Learning: Cooperation and Competition
โข Reinforcement Learning for Robotics and Control
โข Advanced Topics in Reinforcement Learning: Curiosity, Intrinsic Motivation, and Meta Learning
โข Applied Reinforcement Learning: Real-World Challenges and Solutions
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