Exploring the applications of deep reinforcement learning and quantum variational circuit In quantum machine learning

Exploring the applications of deep reinforcement learning and quantum variational circuit In quantum machine learning

This thesis is submitted in partial fulfillment of the requirements for the degree of Bachelor of Science in Computer Science and Engineering, 2021.

Bibliografiske detaljer
Main Authors:	Saha, Prashanta Kumar, Saha, Vishal
Andre forfattere:	Upoma, Ipshita Bonhi
Format:	Thesis
Sprog:	English
Udgivet:	Brac University 2021
Fag:	Quantum computing Reinforcement learning Quantum Machine Learning (QML) Quantum Variational Circuit (QVC) Deep Q-Network (DQN) Double Deep Q-Network (DDQN) OpenAI Gym IBM-Q TensorFlow Quantum Data mining Quantum theory Machine learning
Online adgang:	http://hdl.handle.net/10361/15680

Lignende værker

Quantum error correction using quantum convolutional neural network
af: Mishu, Niloy Deb Roy, et al.
Udgivet: (2021)

Pattern recognition with Quantum Support Vector Machine(QSVM) on near term quantum processors.
af: Ahmed, Sajjad
Udgivet: (2019)

Reinforcement learning based autonomous vehicle for exploration and exploitation of undiscovered track
af: Issa, Razin Bin, et al.
Udgivet: (2020)

Enhancing object clarity in single channel night vision images using deep reinforcement learning
af: Hossain, Adil, et al.
Udgivet: (2021)

The Mathematical language of Quantum Theory
af: Teiko Heinosaari, Mário Ziman
Udgivet: (2012)

Introduction to Topological Quantum Computation
af: Jiannis K. Pachos
Udgivet: (2012)

Traﬃc congestion reduction in SUMO using reinforcement learning method
af: Mouly, Radia Rahman, et al.
Udgivet: (2021)

Quantum Information Theory
af: Mark M. Wilde
Udgivet: (2013)

Quantum Error Correction
af: Edited by Daniel A. Lidar, Todd A. Brun
Udgivet: (2013)

Research on best peer finding using Q-learning using hotspot network
af: Roy, Anu Pria
Udgivet: (2017)

Implementation of real-time learning on homomorphically encrypted visual inputs
af: Bhuiyan, Emtiaz MD Tafsir, et al.
Udgivet: (2021)

Machine learning with quantum computers /
af: Schuld, Maria
Udgivet: (2021)

Quantum Processes, Systems, and Information
af: Benjamin Schumacher, Michael Westmoreland
Udgivet: (2012)

Quantum Computing since Democritus
af: Scott Aaronson
Udgivet: (2013)

Quantum Concepts in Physics
af: Malcolm Longair
Udgivet: (2013)

Quantum computation and quantum information /
af: Nielsen, Michael A., 1974-
Udgivet: (2010)

Quantum gravity
af: Kiefer, Claus

Quantum optics
af: Garrison, J. C.

Quantum mechanics /
af: Schiff, Leonard I. (Leonard Isaac), 1915-
Udgivet: (1968)

Quantum mechanics /
af: Merzbacher, Eugen
Udgivet: (1998)

An Introduction to Macroscopic Quantum Phenomena and Quantum Dissipation
af: A. O. Caldeira
Udgivet: (2014)

Modern quantum mechanics /
af: Sakurai, J. J. (Jun John), 1933-1982
Udgivet: (1994)

Introduction to quantum mechanics /
af: Griffiths, David J. (David Jeffery), 1942-
Udgivet: (2005)

Approaching quantum computing /
af: Marinescu, Dan C.
Udgivet: (2008)

Modern quantum mechanics /
af: Sakurai, J. J. (Jun John), 1933-1982
Udgivet: (1994)

A quantum Z-transform
af: Sarker, Md. Sajibur Rahman
Udgivet: (2024)

Quantum mechanics : a modern and concise introductory course /
af: Bès, Daniel R.
Udgivet: (2004)

Quantum mechanics for scientists and engineers /
af: Miller, D. A. B.
Udgivet: (2008)

Ultracold gases and quantum information

Quantum Information, Computation and Communication
af: Jonathan A. Jones, Dieter Jaksch
Udgivet: (2012)

Quantum computer simulator based on qutrits and the circuit model of quantum computation
af: Kaonain, Md. Shamsul
Udgivet: (2011)

The theory of quantum information /
af: Watrous, John, Professor
Udgivet: (2018)

Quantum theory from first principles : an informational approach /
af: D'Ariano, G. M. (Giacomo M.), et al.
Udgivet: (2019)

Quantum theory from small to large scales

Quantum mechanics,
af: Powell, John L. (John Leonard), 1919-
Udgivet: (1965)

Quantum cosmology /
af: Wonnacott, Thomas H., 1935-
Udgivet: (1987)

Quantum physics /
af: Gasiorowicz, Stephen
Udgivet: (2003)

Quantum information /
af: Barnett, S. M. (Stephen M.)
Udgivet: (2009)

Analysis of quantum algorithms
af: Farastu, Paresha, et al.
Udgivet: (2018)

Principles of quantum mechanics /
af: Shankar, Ramamurti
Udgivet: (1994)