Professional Certificate in Reinforcement Patterns
-- ViewingNowThe Professional Certificate in Reinforcement Patterns is a comprehensive course designed to equip learners with the essential skills required in today's data-driven industry. This course focuses on the fundamentals of reinforcement learning, a powerful machine learning technique for making optimal decisions in complex environments.
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โข Introduction to Reinforcement Patterns
โข Understanding Markov Decision Processes (MDPs)
โข Q-Learning Algorithms and Applications
โข Deep Reinforcement Learning: An Overview
โข Policy Gradients and Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS)
โข Multi-Agent Reinforcement Learning
โข Advanced Topics in Reinforcement Learning:
Inverse Reinforcement Learning,
Transfer Learning,
Exploration Strategies
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