Fetching the paper…
Reading the bibliography…
In this paper we provide a broad framework for describing learning agents in general quantum environments.
Consistent Histories and the Interpretation of Quantum Mechanics
Griffiths, R · 1984
Earlier work this paper cites.
Quantum Mechanics in the Light of Quantum Cosmology
Gell-Mann, M. & Hartle, J.B · 1990
Earlier work this paper cites.
Integrated Architectures for Learning, Planning, and Reacting Based on Approximating Dynamic Programming
Sutton, R. S · 1990
Earlier work this paper cites.
Rapid solution of problems by quantum computation
Deutsch, D. & Jozsa, R · 1992
Earlier work this paper cites.
Algorithms for quantum computation: discrete logarithms and factoring
Shor, P. W · 1994
Earlier work this paper cites.
The lack of a priori distinctions between learning algorithms
Wolpert, D. H · 1996
Earlier work this paper cites.
Proceedings, 28th Annual ACM Symposium on the Theory of Computing (STOC) 212 (1996)
Grover, L. K · 1996
Earlier work this paper cites.
Optimization with randomized search heuristics – the (a)nfl theorem, realistic scenarios, and difficult functions
Droste, S., Jansen, T. & Wegener, I · 1997
Earlier work this paper cites.
Reinforcement learning: An introduction (MIT Press, Cambridge Massachusetts, 1998), first edn
Sutton, R. S. & Barto, A. G · 1998
Earlier work this paper cites.
Tight Bounds on Quantum Searching
Boyer, M., Brassard, G., Høyer, P. and Tapp, A · 1998
Earlier work this paper cites.
GroverÕs quantum searching algorithm is optimal
Zalka, C · 1999
Cited alongside, same era.
Quantum Amplitude Amplification and Estimation
Brassard, G., Hoyer, P., Mosca, M. and Tapp, A · 2000
Cited alongside, same era.
Quantum learning and universal quantum matching machine
Sasaki, M. & Carlini, A · 2002
Cited alongside, same era.
Indistinguishability of random systems
Maurer, U · 2002
Cited alongside, same era.
Quantum Lower Bound for the Collision Problem
Aaronson, S., · 2002
Cited alongside, same era.
Artificial intelligence - A modern approach (Prentice Hall, New Jersey, 2003), second edition edn
Russel, S. J. & Norvig, P · 2003
Cited alongside, same era.
Universal Algorithmic Intelligence: A Mathematical Top → \rightarrow Down Approach
Hutter, M · 2007
Later among the works it cites.
Training a binary classifier with the quantum adiabatic algorithm (2008)
Neven, H., Denchev, V. S., Rose, G. & Macready, W. G · 2008
Later among the works it cites.
Quantum Circuit Architecture
Chiribella, G., D’Ariano, G. M. & Perinotti, P · 2008
Later among the works it cites.
Quantum Random Access Memory
Giovannetti, V., Lloyd, S. & Maccone, L · 2008
Later among the works it cites.
QBoost: Large Scale Classifier Training with Adiabatic Quantum Optimization
Neven, H., Denchev, V. S., Rose, G. & Macready, W. G · 2012
Later among the works it cites.
Projective simulation for artificial intelligence
Briegel, H. J. & De las Cuevas, G · 2012
Later among the works it cites.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
Servedio, R. A.& Gortler, S. J · 2004
Cited alongside, same era.
Quantum speed-up for unsupervised learning
Aïmeur, E., Brassard, G. & Gambs, S · 2005
Cited alongside, same era.
Quantum Reinforcement Learning
Dong, D., Chunlin, C. & Zonghai, C · 2005
Cited alongside, same era.
Comparison of quantum oracles
Kashefi, E.,Kent, A,Vedral, V. & Banaszek, K · 2007
Cited alongside, same era.
[] References:
Cited in the paper.
http://no-free-lunch.org/
Introduction to discussions regarding the no free lunch theorems, and their interpretations, can be found at the following web page
Cited in the paper.
Quantum algorithms for supervised and unsupervised machine learning
Lloyd, S., Mohseni, M. & Rebentrost, P · 2013
Later among the works it cites.
A short impossibility proof of quantum bit commitment
Chiribella, G., D’Ariano, G. M. , Perinotti, P., Schlingemann, D. & Werner, W · 2013
Later among the works it cites.
Quantum speedup for active learning agents
Paparo, G. D., Dunjko, V., Makmal, A., Matrin-Delgado, MA., Briegel, H. J · 2014
Later among the works it cites.
Projective simulation applied to the grid-world and the mountain-car problem
Melnikov, A. A., Makmal, A and Briegel, H. J · 2014
Later among the works it cites.