Professional Certificate in RL Optimization
-- ViewingNowThe Professional Certificate in Reinforcement Learning (RL) Optimization is a comprehensive course that equips learners with the essential skills needed to excel in the rapidly evolving field of RL. This course is crucial for professionals looking to stay ahead in industries such as gaming, robotics, and autonomous vehicles, where RL is becoming increasingly important.
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โข Introduction to Reinforcement Learning (RL)
โข Markov Decision Processes (MDPs)
โข Dynamic Programming (DP)
โข Monte Carlo Methods in RL
โข Temporal Difference (TD) Learning
โข Deep Reinforcement Learning (DRL)
โข Policy Gradients in RL
โข Actor-Critic Methods in RL
โข Proximal Policy Optimization (PPO)
โข Deep Q-Networks (DQN)
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