Resources Allocation for Drones Tracking Utilizing Agent-Based Proximity Policy Optimization

This paper presents a reinforcement learning agent-based model that works by incorporating the MESA environment with the Stone Soup radar systems simulator. In particular, the Proximity Policy Optimization (PPO) reinforcement algorithm is used to discover a policy for sensor selection that results i...

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Bibliographic Details
Main Author: De Rochechouart, Maxence (author)
Other Authors: Segrouchni, Amal El Fallah (author), Barbaresco, Frederic (author), Abu Zitar, Raed (author)
Published: 2023
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Online Access:https://depot.sorbonne.ae/handle/20.500.12458/1457
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