Executive Development Programme in Reinforcement Learning System Design
-- ViewingNowThe Executive Development Programme in Reinforcement Learning System Design is a certificate course that focuses on the design and implementation of reinforcement learning systems. This program is crucial in today's data-driven world, where businesses are seeking innovative ways to leverage artificial intelligence and machine learning technologies for competitive advantage.
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โข Unit 1: Introduction to Reinforcement Learning Systems
โข Unit 2: Markov Decision Processes (MDPs) and Bellman Equations
โข Unit 3: Dynamic Programming and Reinforcement Learning Algorithms
โข Unit 4: Temporal Difference (TD) Learning and Q-Learning
โข Unit 5: Policy Gradients and Actor-Critic Methods
โข Unit 6: Deep Reinforcement Learning and Deep Q-Networks (DQNs)
โข Unit 7: Monte Carlo Tree Search (MCTS) and AlphaGo
โข Unit 8: Reinforcement Learning Applications in Industry
โข Unit 9: Ethical Considerations in Reinforcement Learning
โข Unit 10: Future Trends and Challenges in Reinforcement Learning System Design
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