Certificate in RL for Decision Support
-- ViewingNowThe Certificate in Reinforcement Learning (RL) for Decision Support is a comprehensive course designed to equip learners with essential skills in RL, a crucial area of artificial intelligence. This course emphasizes the importance of RL in decision making, enabling learners to develop intelligent systems that make informed decisions based on experience.
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โข Reinforcement Learning Fundamentals
โข Markov Decision Processes
โข Q-Learning and State-Action Reward
โข Deep Reinforcement Learning
โข Policy Gradients and Actor-Critic Methods
โข Monte Carlo Tree Search
โข Applications of Reinforcement Learning in Decision Support
โข Challenges and Limitations of Reinforcement Learning
โข Future Directions in Reinforcement Learning Research
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