Global Certificate in Reinforcement Learning Model Development
-- ViewingNowThe Global Certificate in Reinforcement Learning (RL) Model Development is a comprehensive course designed to equip learners with essential skills in RL, a crucial subset of artificial intelligence. This course is vital in today's data-driven world, where businesses increasingly rely on machine learning to make informed decisions and predictions.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action-Reward-State-Action (SARSA)
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, PPO
โข Reinforcement Learning Applications: Game Playing, Robotics, Control Systems
โข Multi-Agent Reinforcement Learning
โข Reinforcement Learning Evaluation Metrics and Methods
โข Ethical Considerations in Reinforcement Learning
โข Current Research and Future Directions in Reinforcement Learning
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