Computer-Aided Quantum Algorithms for Real-Time Energy Market Trading

This study presents an innovative approach for optimizing real-time energy market trading strategies by integrating Proximal Policy Optimization (PPO) with Quantum Annealing (QA). The primary objective is to enhance trading performance by leveraging the adaptive capabilities of PPO alongside the opt...

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Bibliographic Details

Published in:	IEEE Access
Main Authors:	Jinghui Wu, Wenjun Zhu, Yun Xu, Kangan Shu, Wei Yang
Format:	Article
Language:	English
Published:	IEEE 2025-01-01
Subjects:	Proximal policy optimization (PPO) quantum annealing (QA) real-time energy market trading quadratic unconstrained binary optimization (QUBO) trading strategy optimization
Online Access:	https://ieeexplore.ieee.org/document/10935622/