Certificate Deep Reinforcement Learning and Control
-- ViewingNowThe Certificate Deep Reinforcement Learning and Control course is a comprehensive program that focuses on the advanced concepts and techniques of reinforcement learning. This course is critical for professionals seeking to enhance their expertise in AI and machine learning.
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โข Introduction to Deep Reinforcement Learning and Control
โข Markov Decision Processes (MDPs) and Dynamic Programming
โข Reinforcement Learning Algorithms: Q-Learning, SARSA, and Policy Gradients
โข Deep Q-Networks (DQNs) and Deep Reinforcement Learning
โข Convolutional Neural Networks (CNNs) and Q-Learning
โข Policy Gradients and Actor-Critic Methods
โข Deep Deterministic Policy Gradients (DDPG) and Continuous Control
โข Proximal Policy Optimization (PPO) and Trust Region Policy Optimization (TRPO)
โข Reinforcement Learning Applications and Case Studies
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