Advanced Certificate in Reinforcement Learning Mastery: Smarter Outcomes
-- ViewingNowThe Advanced Certificate in Reinforcement Learning Mastery is a comprehensive course that focuses on artificial intelligence (AI) techniques for making smarter decisions in complex situations. This certificate equips learners with essential skills in reinforcement learning, a subfield of AI that deals with automated decision-making in unknown environments.
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โข Advanced Markov Decision Processes (MDPs)
โข Temporal Difference (TD) Learning
โข Q-Learning and State-Action Value Functions
โข Deep Reinforcement Learning
โข Policy Gradients and Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS)
โข Multi-Agent Reinforcement Learning
โข Exploration vs Exploitation Strategies
โข Function Approximation in RL
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