Certificate in Reinforcement Learning Strategies: High-Performance
-- ViewingNowThe Certificate in Reinforcement Learning Strategies: High-Performance course is a comprehensive program designed to equip learners with essential skills in reinforcement learning (RL). This course is crucial for professionals seeking to excel in the field of artificial intelligence (AI) and machine learning (ML).
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โข Introduction to Reinforcement Learning Strategies
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Q-tables
โข Deep Q Networks (DQNs) and Neural Fitted Q
โข Policy Gradients and REINFORCE Method
โข Actor-Critic Methods: Advantage Actor Critic (A2C) & Asynchronous Advantage Actor Critic (A3C)
โข Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradient (DDPG)
โข Twin Delayed DDPG (TD3)
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