Certificate in Reinforcement Learning Intelligence
-- ViewingNowThe Certificate in Reinforcement Learning Intelligence is a comprehensive course that focuses on the rapidly growing field of reinforcement learning. This advanced machine learning technique enables artificial intelligence (AI) to take actions in complex, uncertain environments to maximize cumulative reward.
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โข Introduction to Reinforcement Learning – Primary keyword: Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Temporal Difference (TD) Learning
โข Q-Learning – Secondary keyword: Q-function
โข Policy Gradients
โข Deep Reinforcement Learning &ndsh; Secondary keyword: Deep Q-Network (DQN)
โข Monte Carlo Tree Search (MCTS)
โข Reinforcement Learning Applications – Secondary keywords: Game playing, Robotics, Control systems
โข Advanced Topics in Reinforcement Learning – Secondary keywords: Multi-agent RL, Transfer learning, Exploration vs Exploitation
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