Masterclass Certificate in Reinforcement Learning Mastery Techniques
-- ViewingNowThe Masterclass Certificate in Reinforcement Learning Mastery Techniques is a comprehensive course that equips learners with essential skills in reinforcement learning. This advanced machine learning technique enables agents to learn how to make decisions by taking actions in an environment to achieve specific goals.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs) and Bellman Equations
โข Dynamic Programming and Monte Carlo Methods
โข Temporal Difference Learning and Q-Learning
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, and PPO
โข Reinforcement Learning Applications: Game Playing, Robotics, and Recommender Systems
โข Multi-Agent Reinforcement Learning
โข Safety and Robustness in Reinforcement Learning
โข Reinforcement Learning Research Frontiers and Future Directions
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