Global Certificate in RL Automation Techniques
-- ViewingNowThe Global Certificate in Reinforcement Learning (RL) Automation Techniques is a comprehensive course designed to equip learners with essential skills in RL, a critical area of artificial intelligence. This course emphasizes the importance of RL in creating self-learning agents that can make decisions and take actions based on reward feedback, without explicit programming.
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โข Reinforcement Learning (RL) Fundamentals
โข RL Algorithms and Techniques
โข Markov Decision Processes (MDPs) in RL
โข Q-Learning and Deep Q-Networks (DQNs)
โข Policy Gradients and Actor-Critic Methods
โข Deep Reinforcement Learning (DRL) Applications
โข Multi-Agent Reinforcement Learning (MARL)
โข RL for Robotics and Control Systems
โข RL Evaluation Metrics and Performance Analysis
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