Masterclass Certificate in Reinforcement Learning Innovations: High-Performance
-- ViewingNowThe Masterclass Certificate in Reinforcement Learning Innovations: High-Performance course is essential for professionals seeking to enhance their expertise in artificial intelligence and machine learning. This certificate course focuses on reinforcement learning, a critical area of AI, and its applications in developing high-performance systems.
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โข Unit 1: Introduction to Reinforcement Learning Innovations
โข Unit 2: Markov Decision Processes (MDPs) and Dynamic Programming
โข Unit 3: Temporal Difference (TD) Learning and Q-Learning
โข Unit 4: Deep Reinforcement Learning: DQN, DDPG, TRPO, and PPO
โข Unit 5: Multi-Agent Reinforcement Learning (MARL)
โข Unit 6: Reinforcement Learning for Robotics and Control
โข Unit 7: Reinforcement Learning in Games and Simulation Environments
โข Unit 8: Reinforcement Learning Applications in Industry and Business
โข Unit 9: Ethical Considerations and Bias in Reinforcement Learning
โข Unit 10: Future Horizons: Emerging Trends and Challenges in Reinforcement Learning
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