Executive Development Programme in Reinforcement Learning Strategies for Professionals
-- ViewingNowThe Executive Development Programme in Reinforcement Learning Strategies for Professionals is a certificate course designed to equip learners with essential skills in reinforcement learning, a subfield of artificial intelligence that focuses on making decisions and taking actions to maximize rewards. This programme is crucial for professionals working in data science, machine learning, and AI, as reinforcement learning is becoming increasingly important in these fields.
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โข Introduction to Reinforcement Learning Strategies
โข Markov Decision Processes (MDPs) and Dynamic Programming
โข Temporal Difference (TD) Learning and Q-Learning
โข Deep Reinforcement Learning: DQN, DDPG, and TRPO
โข Multi-Agent Reinforcement Learning (MARL)
โข Reinforcement Learning Applications: Gaming, Robotics, and Finance
โข Implementing Reinforcement Learning Algorithms using Python
โข Ethical Considerations and Bias in Reinforcement Learning
โข Case Studies and Real-World Examples of Reinforcement Learning
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