Global Certificate in Reinforcement Learning Algorithms: High-Performance
-- ViewingNowThe Global Certificate in Reinforcement Learning Algorithms: High-Performance course is a comprehensive program designed to provide learners with essential skills in reinforcement learning algorithms. This course focuses on the application of high-performance reinforcement learning algorithms to various industries, making it highly relevant and in-demand in today's data-driven world.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action-Reward-State-Action (SARSA)
โข Deep Q-Networks (DQNs) and Deep Reinforcement Learning
โข Policy Gradients and Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS) and AlphaGo
โข Multi-Agent Reinforcement Learning
โข Exploration vs Exploitation Strategies
โข Applications of Reinforcement Learning in Industry and Research
โข Future Trends and Challenges in Reinforcement Learning
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