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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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Tables
โข Deep Q Networks (DQNs)
โข Policy Gradients and REINFORCE
โข Actor-Critic Methods
โข Deep Deterministic Policy Gradient (DDPG)
โข Proximal Policy Optimization (PPO)
โข Multi-Agent Reinforcement Learning
โข Applications and Case Studies in Reinforcement Learning
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