Certificate in Reinforcement Learning Principles: Future-Ready Skills
-- ViewingNowThe Certificate in Reinforcement Learning Principles: Future-Ready Skills is a comprehensive course that focuses on the principles and applications of reinforcement learning. This field is rapidly growing, with increasing industry demand for professionals who can design and implement intelligent systems.
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⢠Introduction to Reinforcement Learning
⢠Markov Decision Processes (MDPs)
⢠Q-Learning and State-Action Reward Tables
⢠Deep Q Networks (DQNs)
⢠Policy Gradients and REINFORCE
⢠Actor-Critic Methods
⢠Deep Deterministic Policy Gradient (DDPG)
⢠Proximal Policy Optimization (PPO)
⢠Multi-Agent Reinforcement Learning
⢠Applications and Case Studies in Reinforcement Learning
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