Graduate Certificate in Reinforcement Learning Approaches for Incident Management
-- ViewingNowThe Graduate Certificate in Reinforcement Learning Approaches for Incident Management is a career-advancing course that focuses on the latest techniques in AI and machine learning. This program covers advanced topics such as multi-agent systems, intelligent decision making, and dynamic systems.
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โข Introduction to Reinforcement Learning
โข Markov Decision Processes (MDPs)
โข Q-Learning and State-Action-Reward-Next State (SARNS)
โข Deep Reinforcement Learning
โข Reinforcement Learning Applications in Incident Management
โข Multi-Agent Reinforcement Learning
โข Policy Gradients and Actor-Critic Methods
โข Function Approximation and Neural Fitted Q-Iteration
โข Safety and Exploration in Reinforcement Learning
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