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Introduction to the Heuristically Accelerated Hierarchical Reinforcement Learning in RTS Games

Introduction to the Heuristically Accelerated Hierarchical Reinforcement Learning in RTS Games. Omar Enayet Amr Saqr AbdelRahman Al- Ogail Ahmed Atta. Agenda. Complexity of RTS Games. Analysis of the Strategy Game. The HAHRL-RTS Platform. The Hierarchy. Heuristic Algorithms .

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414 views • 27 slides

Some Final Thoughts

Some Final Thoughts. Abhijit Gosavi. From MDPs to SMDPs. The Semi- MDP is a more general model in which the time for transition is also a random variable. The MDP Bellman equations can be extended to SMDPs to accommodate time. SMDPs (contd.).

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216 views • 7 slides

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Smdps - PowerPoint PPT Presentation

Introduction to the Heuristically Accelerated Hierarchical Reinforcement Learning in RTS Games

Some Final Thoughts