Professional Certificate in Essentials of Reinforcement Learning
-- ViewingNowThe Professional Certificate in Essentials of Reinforcement Learning is a course designed to equip learners with the fundamental concepts and techniques of reinforcement learning. This certificate course is crucial in the current AI-driven industry, where reinforcement learning is becoming increasingly important for developing intelligent systems.
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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
โข Policy Gradients and REINFORCE Algorithm
โข Actor-Critic Methods in Reinforcement Learning
โข Deep Deterministic Policy Gradients (DDPG)
โข Proximal Policy Optimization (PPO)
โข Exploration vs Exploitation Strategies in RL
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