Global Certificate in Reinforcement Learning Strategies: Smart Systems
-- ViewingNowThe Global Certificate in Reinforcement Learning Strategies: Smart Systems is a comprehensive course designed to equip learners with essential skills in reinforcement learning (RL), a subfield of artificial intelligence (AI). This certification is crucial for professionals seeking to create data-driven decision-making systems and smart solutions in various industries, such as finance, manufacturing, gaming, and healthcare.
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โข Introduction to Reinforcement Learning Strategies
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Tables
โข Deep Q Networks (DQNs) and Neural Fitted Q
โข Policy Gradients and REINFORCE Method
โข Actor-Critic Methods in Reinforcement Learning
โข Deep Deterministic Policy Gradient (DDPG)
โข Proximal Policy Optimization (PPO)
โข Reinforcement Learning Applications in Smart Systems
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