Professional Certificate in Reinforcement Learning Frameworks: Actionable Knowledge
-- ViewingNowThe Professional Certificate in Reinforcement Learning Frameworks: Actionable Knowledge course is a comprehensive program that equips learners with essential skills in reinforcement learning (RL), a critical area of artificial intelligence. This course is crucial for professionals seeking to stay updated with cutting-edge AI technologies and techniques that are driving industry innovation.
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โข Introduction to Reinforcement Learning Frameworks
โข Understanding Q-Learning and State-Action Reward Systems
โข Implementing Deep Q Networks (DQN)
โข Policy Gradients and Policy-Based Methods
โข Reinforcement Learning in Continuous Spaces with Deep Deterministic Policy Gradient (DDPG)
โข Proximal Policy Optimization (PPO) and Trust Region Policy Optimization (TRPO)
โข Multi-Agent Reinforcement Learning and Independent Q-Learning
โข Advanced Topics in Reinforcement Learning Frameworks: Curriculum Learning and Transfer Learning
โข Real-World Applications and Case Studies of Reinforcement Learning Frameworks
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