Professional Certificate in Reinforcement Learning for Data-Driven Approaches
-- ViewingNowThe Professional Certificate in Reinforcement Learning for Data-Driven Approaches is a crucial course for those interested in mastering advanced AI techniques. This certificate program focuses on reinforcement learning, a powerful method for optimizing decision-making processes, which is increasingly in demand across industries such as gaming, robotics, finance, and healthcare.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Temporal Difference Learning
โข Q-Learning and Deep Q-Networks (DQNs)
โข Policy Gradients and Policy Optimization
โข Actor-Critic Methods
โข Deep Deterministic Policy Gradient (DDPG)
โข Proximal Policy Optimization (PPO)
โข Reinforcement Learning in Continuous Spaces
โข Advanced Topics in Reinforcement Learning (exploration strategies, transfer learning, multi-agent reinforcement learning, etc.)
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