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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⢠Introduction to Reinforcement Learning Trends
⢠Markov Decision Processes (MDPs) and Dynamic Programming
⢠Temporal Difference (TD) Learning and Q-Learning
⢠Policy Gradients and Actor-Critic Methods
⢠Deep Reinforcement Learning: DQN, DDPG, and Trust Region Policy Optimization (TRPO)
⢠Reinforcement Learning Applications: Recommender Systems, Control Systems, and Robotics
⢠Multi-Agent Reinforcement Learning
⢠Exploration vs Exploitation Strategies in Reinforcement Learning
⢠Evaluation Metrics and Performance Analysis in Reinforcement Learning
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