Professional Certificate in Reinforcement Learning: Building Expertise
-- ViewingNowThe Professional Certificate in Reinforcement Learning: Building Expertise is a course that imparts essential skills in reinforcement learning, a subfield of artificial intelligence. This program focuses on developing your ability to design, implement, and apply intelligent agents that can learn from experience and improve decision-making in complex, uncertain environments.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Temporal Difference (TD) Learning
โข Q-Learning and Value Iteration
โข Deep Reinforcement Learning
โข Policy Gradients and Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS)
โข Multi-Agent Reinforcement Learning
โข Applications and Case Studies of Reinforcement Learning
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