Professional Certificate in Reinforcement Learning Essentials: Smart Systems
-- ViewingNowThe Professional Certificate in Reinforcement Learning Essentials: Smart Systems course is a comprehensive program designed to equip learners with essential skills in reinforcement learning. This field is crucial for developing smart systems that can make autonomous decisions based on reward feedback mechanisms.
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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 Actor-Critic Methods
โข Proximal Policy Optimization (PPO)
โข Deep Deterministic Policy Gradients (DDPG)
โข Multi-Agent Reinforcement Learning
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