Masterclass Certificate in Reinforcement Learning Feedback Loop Strategies
-- ViewingNowThe Masterclass Certificate in Reinforcement Learning Feedback Loop Strategies is a comprehensive course that focuses on the application of reinforcement learning in creating dynamic and efficient feedback loops. This course is crucial in today's data-driven world, where businesses are seeking innovative ways to leverage data for decision-making and automation.
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โข Fundamentals of Reinforcement Learning Feedback Loop Strategies
โข Markov Decision Processes (MDPs) in Reinforcement Learning
โข Q-Learning and Temporal Difference (TD) Learning
โข Deep Reinforcement Learning: DQN, DDPG, and TRPO
โข Reinforcement Learning Applications: Gaming, Robotics, and Control
โข Multi-Agent Reinforcement Learning (MARL)
โข Policy Gradients and Actor-Critic Methods
โข Exploration vs Exploitation in Reinforcement Learning
โข Advanced Topics: Monte Carlo Tree Search (MCTS), Rainbow, and PPO
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