Certificate in Reinforcement Learning Principles for Successful Implementation
-- ViewingNowThe Certificate in Reinforcement Learning Principles for Successful Implementation is a comprehensive course designed to equip learners with the essential skills required in the rapidly growing field of Reinforcement Learning (RL). This course emphasizes the importance of RL, a powerful machine learning technique that enables agents to learn from their interactions with the environment, in creating intelligent systems.
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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
โข Deep Deterministic Policy Gradient (DDPG)
โข Proximal Policy Optimization (PPO)
โข Twin Delayed DDPG (TD3)
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