Masterclass Certificate in Reinforcement Learning Solutions for Professionals
-- ViewingNowThe Masterclass Certificate in Reinforcement Learning Solutions for Professionals is a comprehensive course that focuses on the quickly growing field of reinforcement learning. This type of machine learning is essential for training agents to make a sequence of decisions, which is vital for applications like robotics, resource management, and gaming.
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โข Introduction to Reinforcement Learning Solutions
โข Markov Decision Processes
โข Q-Learning and State-Action-Reward-Next State (SARSA) Algorithms
โข Deep Reinforcement Learning: DQN, Double DQN, and Dueling DQN
โข Policy Gradients and Actor-Critic Methods
โข Monte Carlo Tree Search
โข Multi-Agent Reinforcement Learning
โข Applications of Reinforcement Learning in Real-world Scenarios
โข Best Practices for Designing and Implementing Reinforcement Learning Solutions
โข Emerging Trends and Future Directions in Reinforcement Learning
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