Certificate in Reinforcement Learning Approaches with Artificial Intelligence
-- ViewingNowCertificate in Reinforcement Learning Approaches with Artificial Intelligence: This course highlights the importance of reinforcement learning, a crucial subset of artificial intelligence, in creating data-driven decision-making systems. Learners will gain hands-on experience with essential tools and methodologies, including Q-learning, Deep Q Network, policy gradients, and actor-critic methods.
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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
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