31 citations · 31 across the 3 of their papers we have counts for
3 papers
q-fin.PM2023
A Scalable Reinforcement Learning-based System Using On-Chain Data for Cryptocurrency Portfolio Management
Zhenhan Huang, Fumihide Tanaka
On-chain data (metrics) of blockchain networks, akin to company fundamentals, provide crucial and comprehensive insights into the networks. Despite their informative nature, on-cha…
cs.LG2021
Network Graph Based Neural Architecture Search
Zhenhan Huang, Chunheng Jiang, Pin-Yu Chen +1
Neural architecture search enables automation of architecture design. Despite its success, it is computationally costly and does not provide an insight on how to design a desirable…
q-fin.PM2021★ 31 cited
MSPM: A Modularized and Scalable Multi-Agent Reinforcement Learning-based System for Financial Portfolio Management
Zhenhan Huang, Fumihide Tanaka
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…