Certificate in RL Best Practices
-- ViewingNowThe Certificate in RL Best Practices course is a comprehensive program designed to equip learners with the essential skills required in the rapidly evolving Reinforcement Learning (RL) industry. This course emphasizes the importance of following best practices, which are crucial for developing and deploying scalable, maintainable, and robust RL solutions.
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โข Reinforcement Learning (RL) Fundamentals
โข RL Exploration vs Exploitation
โข Q-Learning and State-Action Reward
โข Deep Q Networks (DQN)
โข Policy Gradients and Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS)
โข RL Best Practices and Implementation
โข Advanced RL Techniques and Optimization
โข Real-world RL Applications and Case Studies
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