Certificate in Efficient Reinforcement Learning
-- ViewingNowThe Certificate in Efficient Reinforcement Learning is a comprehensive course designed to equip learners with essential skills in reinforcement learning. This certification program focuses on teaching efficient methods and techniques to build intelligent systems that can make better decisions based on data and experience.
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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 Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradient (DDPG)
โข Twin Delayed DDPG (TD3)
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