Certificate in RL Frameworks
-- ViewingNowThe Certificate in RL Frameworks is a comprehensive course that focuses on Reinforcement Learning (RL), a powerful machine learning technique. This certification is essential for professionals seeking to enhance their expertise in AI and machine learning.
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โข Reinforcement Learning (RL) Fundamentals
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Tables
โข Deep Q Networks (DQNs) and Deep Reinforcement Learning
โข Policy Gradients and Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS) and Planning in RL
โข Multi-Agent Reinforcement Learning (MARL)
โข Exploration vs Exploitation in RL
โข RL Applications in Gaming, Robotics, and NLP
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