Certificate in Reinforcement Learning Models: Impactful
-- ViewingNowThe Certificate in Reinforcement Learning Models is a crucial course for those seeking to make a significant impact in the field of AI and machine learning. Reinforcement learning, a powerful subset of machine learning, is in high demand across industries as it enables more sophisticated and efficient decision-making capabilities for machines.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Q-tables
โข Deep Q Networks (DQNs)
โข Policy Gradients and REINFORCE
โข Actor-Critic Methods
โข Deep Deterministic Policy Gradient (DDPG)
โข Proximal Policy Optimization (PPO)
โข Twin Delayed DDPG (TD3)
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