Global Certificate in Reinforcement Learning for Organizational Advancement
-- ViewingNowThe Global Certificate in Reinforcement Learning for Organizational Advancement is a comprehensive course designed to equip learners with essential skills in reinforcement learning. This in-demand field focuses on AI techniques that enable software agents to automatically learn optimal actions from experience, without human intervention.
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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: DQN, DDPG, TRPO, PPO
โข Reinforcement Learning Applications: Game AI, Robotics, Recommender Systems
โข Multi-Agent Reinforcement Learning
โข Model-Based Reinforcement Learning
โข Exploration vs Exploitation Strategies in RL
โข Evaluation and Optimization of Reinforcement Learning Models
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