Automated quantum programming via reinforcement learning for combinatorial optimization

21 August 2019

Papers citing "Automated quantum programming via reinforcement learning for combinatorial optimization"

10 / 10 papers shown

Title
Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon Yoshua Bengio Andrea Lodi Antoine Prouvost 155 1,396 0 15 Nov 2018
Measurement-based adaptation protocol with quantum reinforcement learning Francisco Albarrán-Arriagada J. C. Retamal Enrique Solano L. Lamata 56 31 0 14 Mar 2018
Reinforcement Learning for Solving the Vehicle Routing Problem M. Nazari Afshin Oroojlooy L. Snyder Martin Takáč 102 908 0 12 Feb 2018
Taking gradients through experiments: LSTMs and memory proximal policy optimization for black-box quantum control Moritz August José Miguel Hernández-Lobato 48 41 0 12 Feb 2018
Recent Advances in Neural Program Synthesis Neel Kant NAI 98 37 0 07 Feb 2018
Proximal Policy Optimization Algorithms John Schulman Filip Wolski Prafulla Dhariwal Alec Radford Oleg Klimov OffRL 544 19,296 0 20 Jul 2017
Learning Combinatorial Optimization Algorithms over Graphs H. Dai Elias Boutros Khalil Yuyu Zhang B. Dilkina Le Song 130 1,475 0 05 Apr 2017
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 158 1,494 0 29 Nov 2016
OpenAI Gym Greg Brockman Vicki Cheung Ludwig Pettersson Jonas Schneider John Schulman Jie Tang Wojciech Zaremba OffRL ODL 225 5,087 0 05 Jun 2016
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 138 3,062 0 09 Jun 2015