Executive Development Programme in Reinforcement Learning Approaches
-- ViewingNowThe Executive Development Programme in Reinforcement Learning Approaches certificate course is a comprehensive training program designed to equip learners with essential skills in reinforcement learning. This course is crucial for professionals seeking to stay updated with the latest AI and machine learning techniques, as reinforcement learning has gained significant industry demand due to its applicability in various sectors like gaming, finance, and robotics.
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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
โข Policy Gradients and Actor-Critic Methods
โข Exploration vs Exploitation in Reinforcement Learning
โข Function Approximation and Neural Fitted Q-Iteration (NFQ)
โข Multi-Agent Reinforcement Learning
โข Applications of Reinforcement Learning in Business and Industry
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