Photonic architecture for reinforcement learning

Photonic architecture for reinforcement learning

17 July 2019

Lea M. Trenkwalder

Hendrik Poulsen Nautrup

Hans J. Briegel

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Papers citing "Photonic architecture for reinforcement learning"

12 / 12 papers shown

Title
Conflict-free joint decision by lag and zero-lag synchronization in laser network Hisako Ito Takatomo Mihana R. Horisaki Makoto Naruse 54 4 0 28 Jul 2023
Asymmetric quantum decision-making Honoka Shiratori Hiroaki Shinkawa André Röhm N. Chauvet E. Segawa Jonathan Laurent G. Bachelier T. Yamagami R. Horisaki Makoto Naruse 46 1 0 03 May 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
Bandit approach to conflict-free multi-agent Q-learning in view of photonic implementation Hiroaki Shinkawa N. Chauvet André Röhm Takatomo Mihana R. Horisaki G. Bachelier Makoto Naruse 75 0 0 20 Dec 2022
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
Parallel bandit architecture based on laser chaos for reinforcement learning Takashi Urushibara N. Chauvet Satoshi Kochi S. Sunada Kazutaka Kanno Atsushi Uchida R. Horisaki Makoto Naruse 66 0 0 19 May 2022
Uncovering Instabilities in Variational-Quantum Deep Q-Networks Maja Franz Lucas Wolf Maniraman Periyasamy Christian Ufrecht Daniel D. Scherer Axel Plinge Christopher Mutschler Wolfgang Mauerer 131 30 0 10 Feb 2022
Photonic Quantum Policy Learning in OpenAI Gym D. Nagy Zsolt I. Tabi Péter Hága Zsófia Kallus Z. Zimborás 96 8 0 29 Aug 2021
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
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
Machine learning for long-distance quantum communication J. Wallnöfer A. Melnikov W. Dür Hans J. Briegel 105 87 0 24 Apr 2019
Flow Navigation by Smart Microswimmers via Reinforcement Learning S. Colabrese K. Gustavsson A. Celani Luca Biferale 86 158 0 30 Jan 2017