Global Certificate in Reinforcement Learning Trends
-- ViewingNowThe Global Certificate in Reinforcement Learning (RL) Trends is a comprehensive course designed to equip learners with the essential skills required to excel in the rapidly growing field of RL. This course is crucial for professionals seeking to stay updated on the latest trends and techniques in RL, a branch of machine learning concerned with training agents to make a sequence of decisions.
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⢠Introduction to Reinforcement Learning
⢠Markov Decision Processes (MDPs)
⢠Q-Learning
⢠Deep Q-Networks (DQNs)
⢠Policy Gradients
⢠Actor-Critic Methods
⢠Reinforcement Learning in Continuous Spaces
⢠Multi-Agent Reinforcement Learning
⢠Advanced Topics in Reinforcement Learning (e.g., hierarchical RL, meta-learning, transfer learning)
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