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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โข Introduction to Reinforcement Learning Techniques
โข Markov Decision Processes (MDPs) and Dynamic Programming
โข Temporal Difference (TD) Learning and Q-Learning
โข Deep Reinforcement Learning: DQN, DDPG, and TRPO
โข Reinforcement Learning Applications: Gaming, Robotics, and Recommender Systems
โข Multi-Agent Reinforcement Learning and Cooperation
โข Exploration vs Exploitation in Reinforcement Learning
โข Reinforcement Learning for Continuous Control and Optimization
โข Model-Based Reinforcement Learning and Planning
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