Certificate in Smart Reinforcement Learning Practices
-- ViewingNowThe Certificate in Smart Reinforcement Learning Practices is a comprehensive course designed to equip learners with essential skills in reinforcement learning, a subfield of artificial intelligence that focuses on training agents to make a series of decisions. This course is critical for professionals who seek to stay at the forefront of AI and machine learning, as reinforcement learning has been increasingly adopted in various industries, including gaming, robotics, finance, and healthcare.
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⢠Introduction to Reinforcement Learning
⢠Smart Reinforcement Learning Algorithms
⢠Q-Learning
⢠Deep Q Network (DQN)
⢠Policy Gradients
⢠Actor-Critic Methods
⢠Deep Deterministic Policy Gradient (DDPG)
⢠Proximal Policy Optimization (PPO)
⢠Reinforcement Learning for Real-World Applications
⢠Evaluation and Optimization of Smart Reinforcement Learning Models
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