Global Certificate in Reinforcement Learning Frameworks: AI-Powered
-- ViewingNowThe Global Certificate in Reinforcement Learning Frameworks is a comprehensive course that empowers learners with essential skills in Artificial Intelligence (AI). This certificate program focuses on Reinforcement Learning (RL), a crucial area of AI, where software agents learn to make decisions by taking actions in an environment to achieve specific goals.
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โข Introduction to Reinforcement Learning Frameworks & AI-Powered Systems
โข Understanding Q-Learning and State-Action-Reward-Next State (SARSA)
โข Deep Q Networks (DQN) and Double Deep Q Networks (DDQN)
โข Policy Gradients and Actor-Critic Methods
โข Proximal Policy Optimization (PPO) and Advantage Actor-Critic (A2C/A3C)
โข Deep Reinforcement Learning in Continuous Spaces
โข Exploration and Exploitation Strategies in Reinforcement Learning
โข Implementing Reinforcement Learning Frameworks with TensorFlow and PyTorch
โข Real-World Applications and Case Studies of Reinforcement Learning Frameworks
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