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Projective simulation with generalization

9 April 2015

Papers citing "Projective simulation with generalization"

22 / 22 papers shown

Title
Optimal foraging strategies can be learned Gorka Muñoz-Gil Andrea López-Incera Lukas J. Fiderer Hans J. Briegel 38 6 0 10 Mar 2023
Towards interpretable quantum machine learning via single-photon quantum walks Fulvio Flamini Marius Krumm Lukas J. Fiderer Thomas Müller Hans J. Briegel 71 7 0 31 Jan 2023
A Survey on Quantum Reinforcement Learning Nico Meyer Christian Ufrecht Maniraman Periyasamy Daniel D. Scherer Axel Plinge Christopher Mutschler AI4CE LRM 108 62 0 07 Nov 2022
Quantum reinforcement learning in continuous action space Shaojun Wu Shan Jin Dingding Wen Donghong Han Xiaoting Wang LRM 111 45 0 19 Dec 2020
Development of swarm behavior in artificial learning agents that adapt to different foraging environments Andrea López-Incera K. Ried Thomas Müller Hans J. Briegel 22 13 0 01 Apr 2020
Operationally meaningful representations of physical systems in neural networks Hendrik Poulsen Nautrup Tony Metger Raban Iten Sofiene Jerbi Lea M. Trenkwalder H. Wilming Hans J. Briegel R. Renner AI4CE NAI 82 28 0 02 Jan 2020
On the convergence of projective-simulation-based reinforcement learning in Markov decision processes Walter L. Boyajian Jens Clausen Lea M. Trenkwalder Vedran Dunjko Hans J. Briegel 81 14 0 25 Oct 2019
How a minimal learning agent can infer the existence of unobserved variables in a complex environment K. Ried B. Eva Thomas Müller Hans J. Briegel 70 15 0 15 Oct 2019
Photonic architecture for reinforcement learning Fulvio Flamini A. Hamann Sofiene Jerbi Lea M. Trenkwalder Hendrik Poulsen Nautrup Hans J. Briegel 85 29 0 17 Jul 2019
Machine learning for long-distance quantum communication J. Wallnöfer A. Melnikov W. Dür Hans J. Briegel 105 87 0 24 Apr 2019
Optimizing Quantum Error Correction Codes with Reinforcement Learning Hendrik Poulsen Nautrup Nicolas Delfosse Vedran Dunjko Hans J. Briegel N. Friis 86 161 0 20 Dec 2018
Quantum classification of the MNIST dataset with Slow Feature Analysis Iordanis Kerenidis Alessandro Luongo 74 33 0 22 May 2018
Benchmarking projective simulation in navigation problems A. Melnikov A. Makmal Hans J. Briegel 59 19 0 23 Apr 2018
Measurement-based adaptation protocol with quantum reinforcement learning Francisco Albarrán-Arriagada J. C. Retamal Enrique Solano L. Lamata 69 31 0 14 Mar 2018
Modelling collective motion based on the principle of agency K. Ried Thomas Müller Hans J. Briegel 59 26 0 04 Dec 2017
$Machine learning \& artificial intelligence in the quantum domain$ Machine learning \& artificial intelligence in the quantum domain Vedran Dunjko Hans J. Briegel 96 347 0 08 Sep 2017
Speeding-up the decision making of a learning agent using an ion trap quantum processor T. Sriarunothai S. Wölk G. Giri N. Friis Vedran Dunjko Hans J. Briegel C. Wunderlich 102 40 0 05 Sep 2017
Skill Learning by Autonomous Robotic Playing using Active Learning and Creativity Simon Hangl Vedran Dunjko Hans J. Briegel J. Piater 59 18 0 26 Jun 2017
Active learning machine learns to create new quantum experiments A. Melnikov Hendrik Poulsen Nautrup Mario Krenn Vedran Dunjko M. Tiersch A. Zeilinger Hans J. Briegel 88 264 0 02 Jun 2017
A Projective Simulation Scheme for Partially-Observable Multi-Agent Systems Rasoul Kheiri 52 0 0 29 Oct 2016
Meta-learning within Projective Simulation A. Makmal A. Melnikov Vedran Dunjko Hans J. Briegel 78 29 0 25 Feb 2016
Quantum machine learning with glow for episodic tasks and decision games Jens Clausen Hans J. Briegel 58 13 0 27 Jan 2016