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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⢠Reinforcement Learning (RL) Fundamentals
⢠Markov Decision Processes (MDPs) in RL
⢠RL Algorithms: Q-Learning, SARSA, and Deep Q-Networks
⢠Exploration vs Exploitation Trade-off in RL
⢠Temporal Difference (TD) Learning and Monte Carlo Methods
⢠RL Applications in Performance Improvement
⢠Implementing RL in Simulation and Real-World Scenarios
⢠Evaluation Metrics for RL-based Performance Improvement
⢠Advanced RL Topics: Policy Gradients, Actor-Critic Methods, and Deep Deterministic Policy Gradients
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