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Cognitive Project Management in AI · PMI
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- Reinforcement learning trains an agent to take actions in an environment to maximize cumulative reward, learning from feedback signals rather than a fixed labeled dataset. A core challenge is balancing exploration (trying new actions) against exploitation (using known good actions). CPMAI's Machine Learning domain explicitly covers designing reinforcement learning with appropriate agents and environments.