Classifier learning - PowerPoint PPT Presentation

Classifier-Based Approximate Policy Iteration

Classifier-Based Approximate Policy Iteration. Alan Fern . …. …. …. …. …. …. …. …. …. Uniform Policy Rollout Algorithm. Rollout[ π , h,w ](s) For each a i run SimQ ( s,a i , π , h) w times Return action with best average of SimQ results. s. a k. a 1. a 2. ….

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Relating Reinforcement Learning Performance to Classification performance

Relating Reinforcement Learning Performance to Classification performance. Presenter: Hui Li Sept.11, 2006. Outline. Motivation Reduction from reinforcement learning to classifier learning Results Conclusion. Motivation. A Simple Relationship:.

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204 views • 18 slides

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