Professional Certificate in Reinforcement Learning Frameworks: High-Performance
-- ViewingNowThe Professional Certificate in Reinforcement Learning Frameworks: High-Performance course is a comprehensive program designed to equip learners with essential skills in reinforcement learning (RL), a subfield of artificial intelligence (AI) that deals with decision-making algorithms. This course is crucial for professionals looking to advance their careers in AI, data science, or machine learning.
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โข Unit 1: Introduction to Reinforcement Learning Frameworks
โข Unit 2: Overview of High-Performance Reinforcement Learning
โข Unit 3: TensorFlow Agents: An Open-Source Framework for Reinforcement Learning
โข Unit 4: Stable Baselines: A Reinforcement Learning Library with Stable Implementations
โข Unit 5: Ray RLlib: A High-Performance Framework for Reinforcement Learning
โข Unit 6: Implementing Deep Q-Networks using Reinforcement Learning Frameworks
โข Unit 7: Implementing Policy Gradients using Reinforcement Learning Frameworks
โข Unit 8: Advanced Reinforcement Learning Techniques: Monte Carlo Tree Search and Prioritized Experience Replay
โข Unit 9: Scaling Reinforcement Learning Algorithms using High-Performance Frameworks
โข Unit 10: Real-World Applications of High-Performance Reinforcement Learning Frameworks
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