Certificate in RL for Performance Improvement
-- ViewingNowThe Certificate in Reinforcement Learning (RL) for Performance Improvement is a valuable course that focuses on the application of RL techniques to enhance system performance and efficiency. With the increasing industry demand for AI and machine learning specialists, this certification equips learners with essential skills to excel in the field.
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โข Reinforcement Learning (RL) Fundamentals
โข Markov Decision Processes (MDPs) in RL
โข RL Algorithms: Q-Learning, SARSA, and Deep Q-Networks
โข Exploration vs Exploitation Trade-off in RL
โข Temporal Difference (TD) Learning and Monte Carlo Methods
โข RL Applications in Performance Improvement
โข Implementing RL in Simulation and Real-World Scenarios
โข Evaluation Metrics for RL-based Performance Improvement
โข Advanced RL Topics: Policy Gradients, Actor-Critic Methods, and Deep Deterministic Policy Gradients
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