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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⢠Introduction to Reinforcement Learning Strategies
⢠Markov Decision Processes (MDPs)
⢠Q-Learning and State-Action Reward Q-tables
⢠Deep Q Networks (DQNs) and Neural Fitted Q
⢠Policy Gradients and REINFORCE Method
⢠Actor-Critic Methods: Advantage Actor Critic (A2C) & Asynchronous Advantage Actor Critic (A3C)
⢠Proximal Policy Optimization (PPO)
⢠Deep Deterministic Policy Gradient (DDPG)
⢠Twin Delayed DDPG (TD3)
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