Masterclass Certificate Deep Reinforcement Learning: A Practical Guide
-- ViewingNowThe Masterclass Certificate in Deep Reinforcement Learning: A Practical Guide is a comprehensive course that focuses on one of the most promising and in-demand areas of Artificial Intelligence. This course is crucial for professionals seeking to expand their knowledge and skills in reinforcement learning, a subfield of AI that has gained significant industry attention due to its real-world applications, such as robotics, gaming, navigation, and resource management.
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โข Introduction to Deep Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and Deep Q-Networks (DQNs)
โข Policy Gradients & REINFORCE
โข Advantage Actor-Critic Methods (A2C/A3C)
โข Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradient (DDPG)
โข Twin Delayed DDPG (TD3)
โข Soft Actor-Critic (SAC)
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