Certificate in Reinforcement Algorithm Optimization: Actionable Knowledge
-- ViewingNowThe Certificate in Reinforcement Algorithm Optimization: Actionable Knowledge is a comprehensive course designed to equip learners with the essential skills needed to excel in the rapidly evolving field of reinforcement learning. This course focuses on the optimization of reinforcement algorithms, a critical aspect of artificial intelligence (AI) that is in high industry demand.
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โข Fundamentals of Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and Q-Table Optimization
โข Deep Q Networks (DQNs)
โข Policy Gradients and REINFORCE
โข Actor-Critic Methods
โข Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradient (DDPG)
โข Advanced Reinforcement Algorithm Techniques
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- ThreeFourHoursPerWeek
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