Outperforming Cryptocurrency Price Prediction Using Deep Reinforcement Learning Approach

PVRS Rao, B Natarajan… - 2023 International …, 2023 - ieeexplore.ieee.org
Cryptocurrency price prediction is a complex and dynamic task. Cryptocurrencies are highly
volatile digital assets impacted by a wide range of variables, including investor mood …

Investigating the problem of cryptocurrency price prediction: a deep learning approach

E Pintelas, IE Livieris, S Stavroyiannis… - … and Innovations: 16th …, 2020 - Springer
In last decade, cryptocurrency has emerged in financial area as a key factor in businesses
and financial market opportunities. Accurate predictions can assist cryptocurrency investors …

[HTML][HTML] Applying artificial intelligence in cryptocurrency markets: A survey

R Amirzadeh, A Nazari, D Thiruvady - Algorithms, 2022 - mdpi.com
The total capital in cryptocurrency markets is around two trillion dollars in 2022, which is
almost the same as Apple's market capitalisation at the same time. Increasingly …

[HTML][HTML] DLCP2F: a DL-based cryptocurrency price prediction framework

A Aljadani - Discover Artificial Intelligence, 2022 - Springer
Cryptocurrencies are distributed digital currencies that have emerged as a consequence of
financial technology advancement. In 2017, cryptocurrencies have shown a huge rise in …

Enhancing Price Prediction in Cryptocurrency Using Transformer Neural Network and Technical Indicators

MA Labbaf Khaniki, M Manthouri - arXiv e-prints, 2024 - ui.adsabs.harvard.edu
This study presents an innovative approach for predicting cryptocurrency time series,
specifically focusing on Bitcoin, Ethereum, and Litecoin. The methodology integrates the use …

Cryptocurrency price prediction through integrated forecasting techniques

S Kavithra, VP Girishankar, G Iniyan… - 2024 3rd International …, 2024 - ieeexplore.ieee.org
In cryptocurrency, where market volatility and unpredictability pose challenges to investors
and businesses alike, there is a growing need for more accurate price prediction methods …

Improving the cryptocurrency price prediction performance based on reinforcement learning

Z Shahbazi, YC Byun - IEEE Access, 2021 - ieeexplore.ieee.org
During recent developments, cryptocurrency has become a famous key factor in financial
and business opportunities. However, the cryptocurrency investment is not visible regarding …

Deep learning-based cryptocurrency price prediction scheme with inter-dependent relations

S Tanwar, NP Patel, SN Patel, JR Patel… - IEEE …, 2021 - ieeexplore.ieee.org
Blockchain technology is becoming increasingly popular because of its applications in
various fields. It gives an edge over the traditional centralized methods as it provides …

Leveraging Machine Learning for Cryptocurrency Price Forecasting

S Kim - International Journal of Creative Research In Computer …, 2023 - jrctd.in
Digital currencies are increasingly recognized as viable alternatives to traditional fiat money,
with cryptocurrency trading emerging as an enticing avenue for investors seeking potentially …

[PDF][PDF] Cryptocurrency Price Prediction Using Deep Learning

J Sarpal, T Ranta, M Bharti - 2022 - ir.juit.ac.in
I would also generously welcome each one of those individuals who have helped me
straightforwardly or in a roundabout way in making this project a win. In this unique situation …