Global Certificate in Data-Driven Reinforcement Learning Approaches
-- ViewingNowThe Global Certificate in Data-Driven Reinforcement Learning Approaches is a comprehensive course designed to empower professionals with the essential skills needed to excel in the rapidly evolving field of reinforcement learning. This certification focuses on data-driven techniques, bridging the gap between theoretical concepts and practical applications.
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โข Introduction to Data-Driven Reinforcement Learning
โข Markov Decision Processes (MDPs) and Reinforcement Learning (RL)
โข Temporal Difference Learning
โข Q-Learning and State-Action-Reward-State-Transition (SARSA) methods
โข Deep Reinforcement Learning: DQN, DDPG, TRPO
โข Policy Gradients and Actor-Critic Methods
โข Function Approximation
โข Exploration vs Exploitation Strategies in RL
โข Multi-Agent Reinforcement Learning
โข Real-World Applications of Data-Driven RL
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