Certificate in Exploring Reinforcement Learning
-- ViewingNowCertificate in Exploring Reinforcement Learning: This course is crucial in today's data-driven world, focusing on Reinforcement Learning (RL), a powerful AI technique. RL is used in various industries, including gaming, robotics, and navigation.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Q-function
โข Deep Q-Networks (DQNs)
โข Policy Gradients
โข Actor-Critic Methods
โข Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradient (DDPG)
โข Exploration vs Exploitation Trade-off in RL
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