Executive Development Programme in Reinforcement Learning Implementation Strategies
-- ViewingNowThe Executive Development Programme in Reinforcement Learning Implementation Strategies is a certificate course designed to equip learners with essential skills in reinforcement learning, a subfield of artificial intelligence. This program is crucial in today's data-driven world, where businesses are seeking innovative ways to make informed decisions and solve complex problems.
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โข Introduction to Reinforcement Learning – concepts, history, and applications
โข Markov Decision Processes – foundational theory
โข Q-Learning – value-based RL algorithms
โข Deep Q-Networks (DQN) – combining deep learning with Q-learning
โข Policy Gradients – policy-based RL methods
โข Proximal Policy Optimization (PPO) &ndsh; advanced policy optimization
โข Actor-Critic Methods – combining value and policy methods
โข Reinforcement Learning Implementation in Python
โข Real-world Challenges – overcoming issues in RL projects
โข Case Studies – successful RL applications in business
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