ROBB: recurrent proximal policy optimization reinforcement learning for optimal block formation in bitcoin blockchain network

ROBB: recurrent proximal policy optimization reinforcement learning for optimal block formation in bitcoin blockchain network

This thesis is submitted in partial fulfillment of the requirements for the degree of Master of Science in Computer Science, 2023.

Manylion Llyfryddiaeth
Prif Awdur:	Dutta, Amit
Awduron Eraill:	Alam, Md. Golam Rabiul
Fformat:	Traethawd Ymchwil
Iaith:	English
Cyhoeddwyd:	Brac University 2024
Pynciau:	Reinforced learning Recurrent neural network (RNN) OpenAiGym Proximal policy optimization Blockchain Machine learning Blockchains (Databases) Computer security Cryptocurrencies
Mynediad Ar-lein:	http://hdl.handle.net/10361/23385

Eitemau Tebyg

A sustainable Bitcoin architecture
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Efficient blockchain system based on proof of segmented work
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Implementation of reinforcement learning architecture to augment an AI that can self-learn to play video games
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Blockchain-based micropayment system for secured cashless small payments
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Physical currency or crypto currency, which one will be better for our economy?
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Dynamic power management by reinforcement learning
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Reinforcement learning : an introduction /
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Cyhoeddwyd: (2018)

Blockchain based e-voting system with homomorphic encryption and threshold signature
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A decentralized blockchain-based model to secure confidential medical information
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Cyhoeddwyd: (2024)

Self-learning game bot using deep reinforcement learning
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Character animation using reinforcement learning and imitation learning algorithms
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Traﬃc congestion reduction in SUMO using reinforcement learning method
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Blockchain-based traffic surveillance footage authenticity detection system
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Towards devising a fund management system using blockchain
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Ensure security in supply chain with blockchain technology
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Exploring attacks in the NFT gaming industry: A study of risks and mitigation strategies
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Analyzing optimization landscape of recent policy optimization methods in deep RL
gan: Khan, Mahir Asaf, et al.
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Reinforcement learning based electricity price forecasting in Blockchain based smart grid environment
gan: Moti, Md Mahraj Murshalin Al, et al.
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A healthcare digital twin system based on blockchain technology
gan: Akash, Sadman Sakib
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Blockchain-based edge computing for medical data storage & processing using federated learning
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Exploring the applications of deep reinforcement learning and quantum variational circuit In quantum machine learning
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Cyhoeddwyd: (2021)

Electronic voting system based on blockchain
gan: Ahmed, Tanvir
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Reinforcement learning based autonomous vehicle for exploration and exploitation of undiscovered track
gan: Issa, Razin Bin, et al.
Cyhoeddwyd: (2020)

Cryptocurrency price prediction and forecasting using machine learning algorithm and long- short term memory mapping
gan: Zaman, Md. Sayeed Ibne, et al.
Cyhoeddwyd: (2022)

Shield key: a deep learning process for the generation of public & private keys using hybrid architecture in blockchain
gan: Joy, Tanvir Ahmed, et al.
Cyhoeddwyd: (2021)

Implementation of real-time learning on homomorphically encrypted visual inputs
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Blockchain based E-procurement system to eradicate corruption in public sector
gan: Tajrin, Rabana, et al.
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Authentication using blockchain
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Reinforcement learning based autonomic virtual machine management in clouds
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Cyhoeddwyd: (2018)

Cross banking transaction system using multichain blockchain systems
gan: Sharar, Shihab, et al.
Cyhoeddwyd: (2024)

Tokenized property renting and trading using blockchain
gan: Hossain, Md. Miraj, et al.
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A hyperledger fabric based tamper proof decentralized land registry system for Bangladesh
gan: Huq, Md. Zariful, et al.
Cyhoeddwyd: (2023)

Silent voice: harnessing deep learning for lip-reading in Bangla
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Secure data transaction and data analysis of IOT devices using blockchain
gan: Muhtasim, Md. Adib, et al.
Cyhoeddwyd: (2018)

Secure blockchain-based categorical information transaction and depository framework with identification enabled privacy and decentralized system
gan: Ony, Shahinul Hoque, et al.
Cyhoeddwyd: (2020)

A conventional & deep learning strategy for analyzing & detecting Bengali fake news in online medium
gan: Ahmed, Istiak, et al.
Cyhoeddwyd: (2023)

Implementation of digital voting system using blockchain
gan: Sabbir, Naimul Hasan, et al.
Cyhoeddwyd: (2023)

Academic document verification using SSI and blockchain technology
gan: Huda, Md. Isa Sayek
Cyhoeddwyd: (2024)

Smartchain: a blockchain-based user authentication system for smart homes
gan: Islam, Mushaidul, et al.
Cyhoeddwyd: (2023)

A model for detecting fake Negative Acknowledgements (NACK) in named Data Network (NDN) using Blockchain Technology
gan: Saha, Ritwick, et al.
Cyhoeddwyd: (2022)