Certificate in Reinforcement Learning Techniques: Smart Systems
-- ViewingNowThe Certificate in Reinforcement Learning Techniques: Smart Systems course is a powerful program designed to equip learners with essential skills in reinforcement learning. This field is crucial in the data science industry, as it deals with training machines to make a series of decisions based on maximizing rewards and minimizing penalties.
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โข Introduction to Reinforcement Learning Techniques
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action-Reward-State-Action (SARSA)
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, PPO
โข Reinforcement Learning Applications in Smart Systems
โข Multi-Agent Reinforcement Learning
โข Exploration vs Exploitation in Reinforcement Learning
โข Reinforcement Learning Evaluation Metrics
โข Implementing Reinforcement Learning Algorithms in Python
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