Masterclass Certificate in Reinforcement Learning Results-Oriented Approaches
-- ViewingNowThe Masterclass Certificate in Reinforcement Learning: Results-Oriented Approaches is a comprehensive course designed to equip learners with essential skills in reinforcement learning. This advanced technique in machine learning focuses on training machines to make a series of decisions based on reward feedback, enabling them to learn and improve from experience.
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โข Introduction to Reinforcement Learning & Results-Oriented Approaches
โข Markov Decision Processes & Reinforcement Learning Algorithms
โข Q-Learning & Deep Q Networks
โข Policy Gradients & Policy-Based Methods
โข Advanced Reinforcement Learning Techniques: Actor-Critic Methods, Trust Region Policy Optimization (TRPO), Proximal Policy Optimization (PPO)
โข Multi-Agent Reinforcement Learning & Decentralized Control
โข Deep Reinforcement Learning Applications in Game Playing, Robotics, & Control Systems
โข Reinforcement Learning Evaluation Metrics & Hyperparameter Tuning
โข Real-World Challenges & Best Practices in Reinforcement Learning
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