Global Certificate in Reinforcement Learning for Industry Excellence
-- ViewingNowThe Global Certificate in Reinforcement Learning for Industry Excellence is a comprehensive course designed to equip learners with essential skills in reinforcement learning (RL). RL is a cutting-edge field of artificial intelligence that focuses on training agents to make decisions by taking actions in an environment to achieve a goal.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action-Reward-Next State (SARSA)
โข Deep Reinforcement Learning
โข Policy Gradients and Actor-Critic Methods
โข Reinforcement Learning Applications in Industry
โข Multi-Agent Reinforcement Learning
โข Exploration vs Exploitation Trade-offs
โข Function Approximation and Generalization in RL
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