Introducing Quantum Variational Circuit for Efficient Management of Common Pool Resources

Introducing Quantum Variational Circuit for Efficient Management of Common Pool Resources

Common Pool Resources (CPRs) pose a challenge to find balance between individual self-interest and collective cooperation. The current state of art tries to solve the problem using classical Reinforcement Learning techniques. However, due to exponential search space, the training time of these algor...

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Bibliografiske detaljer
Main Authors: Maida Shahid, Muhammad Awais Hassan
Format: Article
Sprog:English
Udgivet: IEEE 2023-01-01
Serier:IEEE Access
Fag:
Autonomous agents
multi-agent systems
quantum circuits
reinforcement learning
common pool resources
cooperation
Online adgang:https://ieeexplore.ieee.org/document/10272573/

Internet

https://ieeexplore.ieee.org/document/10272573/

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