A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning

25 April 2020

Papers citing "A State Aggregation Approach for Solving Knapsack Problem with Deep Reinforcement Learning"

6 / 6 papers shown

Title
Machine Learning for Combinatorial Optimization: a Methodological Tour d'Horizon Yoshua Bengio Andrea Lodi Antoine Prouvost 131 1,367 0 15 Nov 2018
Attention, Learn to Solve Routing Problems! W. Kool H. V. Hoof Max Welling 83 1,193 0 22 Mar 2018
Learning Combinatorial Optimization Algorithms over Graphs H. Dai Elias Boutros Khalil Yuyu Zhang B. Dilkina Le Song 86 1,453 0 05 Apr 2017
Neural Combinatorial Optimization with Reinforcement Learning Irwan Bello Hieu H. Pham Quoc V. Le Mohammad Norouzi Samy Bengio 107 1,472 0 29 Nov 2016
Asynchronous Methods for Deep Reinforcement Learning Volodymyr Mnih Adria Puigdomenech Badia M. Berk Mirza Alex Graves Timothy Lillicrap Tim Harley David Silver Koray Kavukcuoglu 161 8,805 0 04 Feb 2016
Pointer Networks Oriol Vinyals Meire Fortunato Navdeep Jaitly 90 3,036 0 09 Jun 2015