Certificate in Deep Reinforcement Learning Applications
-- ViewingNowThe Certificate in Deep Reinforcement Learning Applications is a comprehensive course designed to equip learners with essential skills in deep reinforcement learning. This field is crucial for creating AI agents that can make decisions and take actions based on reward feedback, with applications spanning robotics, resource management, gaming, and more.
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⢠Introduction to Deep Reinforcement Learning
⢠Markov Decision Processes (MDPs) and Reinforcement Learning
⢠Policy Gradients and Actor-Critic Methods
⢠Deep Q-Networks (DQNs) and Value Iteration
⢠Convolutional Neural Networks (CNNs) and Deep Reinforcement Learning
⢠Proximal Policy Optimization (PPO) and Trust Region Policy Optimization (TRPO)
⢠Deep Deterministic Policy Gradients (DDPG) and Continuous Control
⢠Reinforcement Learning Applications in Gaming and Robotics
⢠Advanced Topics in Deep Reinforcement Learning
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