Advanced Certificate in Reinforcement Algorithm Optimization
-- ViewingNowThe Advanced Certificate in Reinforcement Algorithm Optimization is a comprehensive course designed to empower learners with the latest techniques in reinforcement learning. This certification focuses on optimization algorithms, a critical area of artificial intelligence (AI) that is seeing increasing industry demand.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and Q-Value Iteration
โข Policy Gradients and Policy Optimization
โข Deep Reinforcement Learning
โข Proximal Policy Optimization (PPO)
โข Advantage Actor Critic (A2C/A3C)
โข Trust Region Policy Optimization (TRPO)
โข Rainbow and Twin Delayed DDPG (TD3) Algorithms
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