Professional Certificate in Reinforcement Learning for Career Advancement
-- ViewingNowThe Professional Certificate in Reinforcement Learning for Career Advancement is a vital course designed to equip learners with essential skills in reinforcement learning (RL). RL is a crucial subfield of artificial intelligence (AI) that focuses on training agents to make decisions and take actions based on rewards and punishments.
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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 Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradient (DDPG)
โข Multi-Agent Reinforcement Learning
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