Postgraduate Certificate in Optimization of Reinforcement Learning
-- ViewingNowThe Postgraduate Certificate in Optimization of Reinforcement Learning is a comprehensive course that focuses on the advanced concepts of reinforcement learning and optimization techniques. This certification is crucial for professionals looking to gain expertise in machine learning and artificial intelligence, two of the most in-demand skills in today's tech industry.
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โข Introduction to Reinforcement Learning & Optimization
โข Markov Decision Processes (MDPs) & Dynamic Programming
โข Temporal Difference Learning & Q-Learning
โข Policy Gradients & Actor-Critic Methods
โข Deep Reinforcement Learning & Deep Q-Networks (DQNs)
โข Monte Carlo Tree Search (MCTS) & AlphaGo
โข Constrained Optimization in Reinforcement Learning
โข Multi-Agent Reinforcement Learning & Game Theory
โข Advanced Topics: Meta-Learning, Inverse Reinforcement Learning, Transfer Learning
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