Certificate in RL for Effective Solutions
-- ViewingNowThe Certificate in Reinforcement Learning (RL) for Effective Solutions is a comprehensive course that empowers learners with the essential skills required to design and implement reinforcement learning solutions in various industries. This course highlights the importance of RL in addressing complex decision-making problems, and its growing demand in the tech industry.
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โข Reinforcement Learning (RL) Fundamentals
โข Markov Decision Processes (MDPs) in RL
โข Q-Learning and State-Action Reward Methods
โข Deep Reinforcement Learning: DQN & Double DQN
โข Policy Gradients & Actor-Critic Methods
โข Monte Carlo Tree Search (MCTS)
โข Multi-Agent Reinforcement Learning
โข Implementing RL for Real-World Problems
โข Evaluation & Interpretation of RL Results
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