Global Certificate in Reinforcement Learning Systems: Frontiers
-- ViewingNowThe Global Certificate in Reinforcement Learning Systems: Frontiers is a comprehensive course that addresses the rapidly growing industry demand for expertise in reinforcement learning (RL). This certificate program equips learners with essential skills to design, implement, and manage cutting-edge RL systems, empowering them to drive innovation and improve decision-making in various industries.
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โข Introduction to Reinforcement Learning Systems
โข Markov Decision Processes (MDPs)
โข Temporal Difference (TD) Learning
โข Q-Learning and State-Action Reward Q-Function (Q)
โข Deep Reinforcement Learning: DQN, DDPG, TRPO, PPO
โข Multi-Agent Reinforcement Learning
โข Reinforcement Learning Applications: Gaming, Robotics, NLP
โข Ethics and Bias in Reinforcement Learning Systems
โข Current Research and Future Directions in Reinforcement Learning
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