Masterclass Certificate in Reinforcement Learning Mastery and Skills
-- ViewingNowThe Masterclass Certificate in Reinforcement Learning Mastery and Skills is a comprehensive course that empowers learners with essential skills in reinforcement learning (RL), a subfield of artificial intelligence (AI) that is revolutionizing industries. This course covers advanced topics such as Q-learning, Deep Q Networks, Monte Carlo Tree Search, and policy gradients.
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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)
โข Policy Gradients and REINFORCE
โข Advantage Actor Critic (A2C) and Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradient (DDPG)
โข Twin Delayed DDPG (TD3) and Soft Actor-Critic (SAC)
โข Multi-Agent Reinforcement Learning
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