Certificate in Reinforcement Learning Methods with Artificial Intelligence
-- ViewingNowThe Certificate in Reinforcement Learning Methods with Artificial Intelligence is a comprehensive course that equips learners with essential skills in reinforcement learning and AI. This program is crucial in today's data-driven world, where businesses rely on AI and machine learning to make informed decisions.
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โข Introduction to Reinforcement Learning
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 Advanced Topics: Monte Carlo Tree Search (MCTS) and AlphaGo
โข Multi-Agent Reinforcement Learning
โข Deep Reinforcement Learning Case Studies and Applications
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