Certificate in Reinforcement Learning for Decision Analysis
-- ViewingNowThe Certificate in Reinforcement Learning for Decision Analysis is a comprehensive course that empowers learners with essential skills in reinforcement learning (RL), a powerful AI technique used to train machines to make optimal decisions through trial and error. This certification is critical for professionals seeking to harness RL's potential to drive business value in various industries, including gaming, robotics, finance, and healthcare.
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โข Introduction to Reinforcement Learning & Decision Analysis
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Q (SARSA) Algorithms
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, PPO
โข Monte Carlo Tree Search (MCTS)
โข Multi-Agent Reinforcement Learning
โข Model-Based vs Model-Free Reinforcement Learning
โข Exploration vs Exploitation Trade-offs
โข Applications of Reinforcement Learning in Decision Analysis
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