Certificate in Reinforcement Learning for Data-Driven Decision Making
-- ViewingNowThe Certificate in Reinforcement Learning for Data-Driven Decision Making is a comprehensive course designed to equip learners with essential skills in reinforcement learning, a powerful AI technique for making data-driven decisions. This course is critical for professionals seeking to stay ahead in the rapidly evolving AI landscape.
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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 Deep Deterministic Policy Gradients (DDPG)
โข Proximal Policy Optimization (PPO)
โข Monte Carlo Tree Search (MCTS) in Reinforcement Learning
โข Applications of Reinforcement Learning in Data-Driven Decision Making
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