Global Certificate in RL Optimization Techniques
-- ViewingNowThe Global Certificate in RL Optimization Techniques is a comprehensive course designed to equip learners with essential skills in Reinforcement Learning (RL) optimization techniques. This course is crucial in today's data-driven world, where businesses are seeking professionals who can leverage RL to make informed, strategic decisions.
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โข Fundamentals of Reinforcement Learning (RL)
โข RL Optimization Techniques: Value Iteration and Policy Iteration
โข Q-Learning and Deep Q-Networks (DQN)
โข Policy Gradients and Actor-Critic Methods
โข Advanced RL Optimization: Monte Carlo Tree Search (MCTS)
โข Model-Based RL Optimization: Dynamic Programming and Simulation-Based Optimization
โข Multi-Agent RL Optimization and Cooperative Learning
โข Deep Reinforcement Learning: Combining Deep Learning and RL
โข Applications of RL Optimization Techniques: Game Playing, Robotics, and Control Systems
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