Certificate in Reinforcement Learning Pattern Recognition
-- ViewingNowThe Certificate in Reinforcement Learning Pattern Recognition is a comprehensive course that focuses on the principles and applications of reinforcement learning, a prominent AI technique. This program is crucial in today's data-driven world, where the ability to create and implement intelligent systems is highly sought after.
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โข Introduction to Reinforcement Learning & Pattern Recognition
โข Markov Decision Processes (MDPs) in RL Pattern Recognition
โข Temporal Difference (TD) Learning Algorithms
โข Q-Learning and State-Action Value Functions
โข Deep Reinforcement Learning: DQN, DDPG, TRPO & PPO
โข Convolutional Neural Networks (CNNs) in RL Pattern Recognition
โข Recurrent Neural Networks (RNNs) & Long Short-Term Memory (LSTM) in RL
โข Reinforcement Learning Applications in Computer Vision & Natural Language Processing
โข Multi-Agent Reinforcement Learning (MARL) & Swarm Intelligence
โข Evaluation, Analysis, and Optimization of RL-based Pattern Recognition Systems
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