Certificate in Reinforcement Learning Techniques: Next-Gen
-- ViewingNowCertificate in Reinforcement Learning Techniques: Next-Gen In an era driven by data and AI, the Certificate in Reinforcement Learning Techniques: Next-Gen course empowers learners with essential skills to stay ahead in the competitive job market. This professional program focuses on reinforcement learning (RL), a cutting-edge machine learning technique that enables agents to learn from interactions with the environment and make intelligent decisions.
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• Introduction to Reinforcement Learning Techniques
• Markov Decision Processes (MDPs) and Dynamic Programming
• Temporal Difference (TD) Learning and Q-Learning
• Deep Reinforcement Learning: DQN, DDPG, and TRPO
• Reinforcement Learning Applications: Gaming, Robotics, and Recommender Systems
• Multi-Agent Reinforcement Learning and Cooperation
• Exploration vs Exploitation in Reinforcement Learning
• Reinforcement Learning for Continuous Control and Optimization
• Model-Based Reinforcement Learning and Planning
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- BasicUnderstandingSubject
- ProficiencyEnglish
- ComputerInternetAccess
- BasicComputerSkills
- DedicationCompleteCourse
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- ThreeFourHoursPerWeek
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- TwoThreeHoursPerWeek
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