Global Certificate in Impactful Reinforcement Learning Frameworks
-- ViewingNowThe Global Certificate in Impactful Reinforcement Learning Frameworks is a comprehensive course designed to empower learners with essential skills in reinforcement learning (RL). RL is a crucial subfield of artificial intelligence, with applications in diverse industries such as gaming, finance, robotics, and healthcare.
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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 Advantage Actor Critic (A2C) Methods
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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