Global Certificate in Reinforcement Learning Trends: Impactful Solutions
-- ViewingNowThe Global Certificate in Reinforcement Learning (RL) Trends: Impactful Solutions equips learners with the latest RL techniques and their real-world applications. This course is crucial in today's data-driven world, where businesses increasingly rely on AI and ML to optimize processes, enhance decision-making, and gain a competitive edge.
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โข Introduction to Reinforcement Learning – definitions, history, and primary applications
โข Markov Decision Processes — theory, properties, and practical examples
โข Q-Learning – algorithm, variations, and use cases
โข Deep Reinforcement Learning — combining neural networks with RL, DQN, and policy gradients
โข Reinforcement Learning in Autonomous Systems – robots, drones, and self-driving cars
โข Reinforcement Learning for Recommender Systems — personalization, context-awareness, and session-based RL
โข Multi-Agent Reinforcement Learning – cooperative and competitive scenarios, communication, and emergent behavior
โข Ethical Considerations in Reinforcement Learning — bias, fairness, transparency, and safety
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