Advanced Certificate in Reinforcement Learning Analytics
-- ViewingNowThe Advanced Certificate in Reinforcement Learning Analytics is a crucial course designed to meet the increasing industry demand for professionals with expertise in reinforcement learning and data analytics. This certificate course focuses on imparting essential skills required to create and implement reinforcement learning models, analyze data, and make informed, strategic decisions.
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โข Introduction to Reinforcement Learning Analytics
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action-Reward-Next State (SARSA)
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, PPO
โข Monte Carlo Tree Search (MCTS)
โข Reinforcement Learning Applications: Game Playing, Robotics, Recommender Systems
โข Multi-Agent Reinforcement Learning
โข Exploration vs Exploitation Strategies in RL
โข Evaluation Metrics and Performance Measurement in RL Analytics
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