Global Certificate in Reinforcement Learning Strategies Artificial Intelligence
-- ViewingNowThe Global Certificate in Reinforcement Learning Strategies Artificial Intelligence (AI) course is a comprehensive program designed to equip learners with essential skills in reinforcement learning. This course is crucial in the current AI-driven industry, where reinforcement learning is becoming increasingly important for developing intelligent systems.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Q-tables
โข Deep Q Networks (DQNs) & Neural Fitted Q
โข Policy Gradients & REINFORCE Algorithm
โข Actor-Critic Methods in Reinforcement Learning
โข Deep Deterministic Policy Gradients (DDPG)
โข Proximal Policy Optimization (PPO) & Trust Region Policy Optimization (TRPO)
โข Exploration vs Exploitation Strategies in RL
โข Applications of Reinforcement Learning in AI
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