MSPM: A MODULARIZED AND SCALABLE MULTI-AGENT REINFORCEMENT LEARNING-BASED SYSTEM FOR FINANCIAL PORTFOLIO MANAGEMENT

MSPM: A modularized and scalable multi-agent reinforcement learning-based system for financial portfolio management

Financial portfolio management (PM) is one of the most applicable problems in reinforcement learning (RL) owing to its sequential decision-making nature.However, existing RL-based approaches rarely focus on scalability or reusability to adapt to the ever-changing markets.These approaches are rigid and unscalable to accommodate the varying number of

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Effect of sonotherapy on symptoms of carpal tunnel syndrome

Admission.Carpal tunnel syndrome (CTS) is one of the most common peripheral neuropathies of the upper limb, which is caused by an increase in pressure in the wrist canal or a decrease in its volume leading to compression and mediated nerve endothelial dysfunction.This disease significantly affects the quality of life of patients, limiting its manua

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Hydro-thermal conditions and their impact on irradiance and hygro-thermal use efficiency of wheat in central Punjab

The experiments were conducted to develop indices to provide critical insights into crop phenology and yield responses of wheat to thermal and moisture conditions during rabi 2021-22 and 2022-23 at PAU, Ludhiana, Punjab.The wheat variety Unnat PBW was sown on three dates (D1: 27th October, D2: 17th November, D3: 8th December) under three irrigation

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