Global Certificate in Reinforcement Learning Systems: Mastery
-- ViewingNowThe Global Certificate in Reinforcement Learning Systems: Mastery is a comprehensive course designed to equip learners with essential skills in reinforcement learning (RL). This field is in high demand across industries, with RL systems becoming increasingly critical for developing data-driven decision-making capabilities in various applications.
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โข Introduction to Reinforcement Learning Systems
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action Reward Q-tables
โข Deep Reinforcement Learning: DQN, DDPG, and TRPO
โข Policy Gradients and REINFORCE
โข Monte Carlo Tree Search (MCTS)
โข Multi-Agent Reinforcement Learning
โข Applications of Reinforcement Learning: Game Playing, Robotics, and Control Systems
โข Ethical Considerations in Reinforcement Learning
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