An actor-critic algorithm with policy gradients to solve the job shop scheduling problem using deep double recurrent agents

18 October 2021

Papers citing "An actor-critic algorithm with policy gradients to solve the job shop scheduling problem using deep double recurrent agents"

4 / 4 papers shown

Title
Deep reinforcement learning for machine scheduling: Methodology, the state-of-the-art, and future directions Maziyar Khadivi Todd Charter Marjan Yaghoubi Masoud Jalayer Maryam Ahang Ardeshir Shojaeinasab H. Najjaran 35 11 0 04 Oct 2023
schlably: A Python Framework for Deep Reinforcement Learning Based Scheduling Experiments Constantin Waubert de Puiseau Jannik Peters Christian Dörpelkus Hasan Tercan Tobias Meisen OffRL 14 7 0 10 Jan 2023
Solving Mixed Integer Programs Using Neural Networks Vinod Nair Sergey Bartunov Felix Gimeno Ingrid von Glehn Pawel Lichocki ... Pushmeet Kohli Ira Ktena Yujia Li Oriol Vinyals Yori Zwols 124 244 0 23 Dec 2020
Learning to Dispatch for Job Shop Scheduling via Deep Reinforcement Learning Cong Zhang Wen Song Zhiguang Cao Jie Zhang Puay Siew Tan Chi Xu 60 302 0 23 Oct 2020