Professional Certificate in Cutting-Edge Reinforcement Learning Approaches
-- ViewingNowThe Professional Certificate in Cutting-Edge Reinforcement Learning Approaches is a comprehensive course designed to equip learners with the essential skills needed to excel in the rapidly evolving field of AI and machine learning. This certificate program focuses on advanced reinforcement learning techniques, addressing industry demand for experts who can develop and implement sophisticated AI systems.
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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) and Deep Reinforcement Learning
โข Policy Gradients and REINFORCE
โข Actor-Critic Methods and Advantage Actor-Critic (A2C)
โข Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradient (DDPG)
โข Twin Delayed DDPG (TD3) and Soft Actor-Critic (SAC)
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