Masterclass Certificate in Reinforcement Learning Principles: Impactful
-- ViewingNowThe Masterclass Certificate in Reinforcement Learning Principles is a crucial course for those interested in artificial intelligence and machine learning. Reinforcement Learning (RL) is a branch of machine learning that is in high demand in the industry, with applications in autonomous vehicles, gaming, robotics, and more.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Tables
โข Deep Q Networks (DQNs)
โข Policy Gradients and REINFORCE
โข Actor-Critic Methods and Advantage Actor-Critic (A2C)
โข Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradients (DDPG)
โข Twin Delayed DDPG (TD3)
โข Applications and Case Studies in Reinforcement Learning
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