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Hierarchical Reinforcement Learning

Hierarchical Reinforcement Learning. Amir massoud Farahmand Farahmand@SoloGen.net. Markov Decision Problems. Markov Process: Formulating a wide range of dynamical systems Finding an optimal solution of an objective function [Stochastic] Dynamics Programming Planning: Known environment

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682 views • 44 slides

Creating a Multi-Purpose First Person Shooter Bot with Reinforcement Learning

Creating a Multi-Purpose First Person Shooter Bot with Reinforcement Learning. IEEE Symposium On Computational Intelligence and Games pp. 143-150 Dec. 2008 Authors: M. McPartland and M. Gallagher Presented by Chien-Erh Huang. 1. 2. 3. 4. 5. Introduction. Background. Method. Results.

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271 views • 12 slides

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Hierarchical rl - PowerPoint PPT Presentation

Hierarchical Reinforcement Learning

Creating a Multi-Purpose First Person Shooter Bot with Reinforcement Learning