Certificate in Reinforcement Learning Trends: Results-Oriented
-- ViewingNowThe Certificate in Reinforcement Learning Trends is a results-oriented course designed to equip learners with essential skills in this rapidly growing field. Reinforcement Learning (RL) is an advanced machine learning technique, driving innovation in various industries, including gaming, robotics, and autonomous vehicles.
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โข Introduction to Reinforcement Learning Trends
โข Markov Decision Processes (MDPs) and Dynamic Programming
โข Temporal Difference (TD) Learning and Q-Learning
โข Policy Gradients and Actor-Critic Methods
โข Deep Reinforcement Learning: DQN, DDPG, and Trust Region Policy Optimization (TRPO)
โข Reinforcement Learning Applications: Recommender Systems, Control Systems, and Robotics
โข Multi-Agent Reinforcement Learning
โข Exploration vs Exploitation Strategies in Reinforcement Learning
โข Evaluation Metrics and Performance Analysis in Reinforcement Learning
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