Advanced Certificate Deep Reinforcement Learning Algorithms and Applications
-- ViewingNowThe Advanced Certificate in Deep Reinforcement Learning Algorithms and Applications is a comprehensive course that focuses on the latest advancements in AI and machine learning. This certification equips learners with essential skills in deep reinforcement learning (DRL), a subfield of machine learning that combines reinforcement learning, neural networks, and optimization algorithms to solve complex decision-making problems.
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โข Deep Q-Networks (DQN)
โข Policy Gradients andActor-Critic Methods
โข Deep Deterministic Policy Gradient (DDPG)
โข Proximal Policy Optimization (PPO)
โข Soft Actor-Critic (SAC) & Maximum Entropy RL
โข Reinforcement Learning in Continuous Spaces
โข Multi-Agent Deep Reinforcement Learning
โข Deep Reinforcement Learning Applications: Robotics, NLP, and Recommender Systems
โข Implementation and Engineering Considerations in Deep Reinforcement Learning
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