Certificate in Reinforcement Learning Approaches: Smart Systems
-- ViewingNowThe Certificate in Reinforcement Learning Approaches: Smart Systems is a comprehensive course that empowers learners with essential skills in reinforcement learning. This in-demand area of artificial intelligence focuses on training machines to make a series of decisions based on reward feedback.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Q-tables
โข Deep Q Networks (DQNs) and Neural Fitted Q Iteration
โข Policy Gradients and REINFORCE Method
โข Actor-Critic Methods
โข Deep Deterministic Policy Gradient (DDPG)
โข Proximal Policy Optimization (PPO)
โข Multi-Agent Reinforcement Learning
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