Certificate in Impactful Reinforcement Learning Strategies
-- ViewingNowThe Certificate in Impactful Reinforcement Learning Strategies is a comprehensive course designed to empower learners with the essential skills required to excel in reinforcement learning. This course highlights the importance of reinforcement learning in various industries, such as gaming, robotics, navigation, and more.
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โข Introduction to Reinforcement Learning
โข Understanding the Reinforcement Learning Environment
โข Markov Decision Processes (MDPs) and Q-Learning
โข Deep Q Networks (DQNs) and Their Applications
โข Policy Gradients and REINFORCE Algorithm
โข Actor-Critic Methods in Reinforcement Learning
โข Proximal Policy Optimization (PPO) and Trust Region Policy Optimization (TRPO)
โข Deep Deterministic Policy Gradient (DDPG)
โข Twin Delayed DDPG (TD3) and Soft Actor-Critic (SAC)
โข Evaluation and Comparison of Reinforcement Learning Algorithms
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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