RK0731 / PhD-Thesis-Projects
This repository contains the code of the deep MARL-based dynamic scheduling algorithms in job shop and flexible job shop
☆49Updated last year
Related projects ⓘ
Alternatives and complementary repositories for PhD-Thesis-Projects
- IJPR paper: Deep Reinforcement Learning for dynamic scheduling of a flexible job shop☆64Updated last year
- COR paper: A Deep Multi-Agent Reinforcement Learning Approach to Solve Dynamic Job Shop Scheduling Problem☆43Updated 5 months ago
- This is the official code for the baseline methods of the publised paper 'A Multi-action Deep Reinforcement Learning Framework for Flexib…☆79Updated last year
- flexible job shop static and dynamic scheduling based on SPT dispatch rules☆31Updated 2 years ago
- DRL for solving the dynamic job shop schedule problems with uncertain time☆18Updated last year
- pytorch implementation of DQN/DDQN/Dueling_networ/D3QN for job shop scheudling problem☆61Updated 2 years ago
- This repository is the official implementation of the paper “Flexible Job Shop Scheduling via Dual Attention Network Based Reinforcement …☆89Updated last year
- this repository is used to reappear thesis《Dynamic scheduling for flexible job shop with new job insertions by deep reinforcement learnin…☆61Updated 3 years ago
- The code and data will be published after accepting our paper☆76Updated 2 years ago
- Implementation of paper "Research on Adaptive Job Shop Scheduling Problems Based on Dueling Double DQN"☆43Updated 2 years ago
- solve Flexible Job Shop Problem by Genetic Algorithm☆30Updated 3 years ago
- ☆19Updated 3 years ago
- 基于DQN解决带插单的柔性作业车间动态调度问题☆44Updated last year
- The repository contains 15 benchmarks for dynamic job shop scheduling problem.☆11Updated 4 years ago
- This repository contains the code of the deep MARL-based dynamic scheduling algorithms in job shop and flexible job shop☆66Updated 2 years ago
- The public benchmark instances of flexible job shop scheduling problem☆60Updated last year
- A very simple deep reinforcement learning methods for flexible job shop scheduling problems☆27Updated 7 months ago
- 强化学习超启发式算法求解 FJSP 问题☆19Updated last year
- ☆11Updated 8 months ago
- This is the implemention of JSSP with RL. The framework used for RL is actor critic and the dataset comes from Tianchi competition.☆19Updated 3 years ago
- DRL for DJSP☆11Updated last year
- the mixed-integer programming model for flexible job shop scheduling problem is solved by gurobi☆42Updated last year
- Deep reinforcement learning methods for flexible job shop scheduling problems☆31Updated last year
- This is the implemention of JSSP with RL. The framework used for RL is actor critic and the dataset comes from Tianchi competition.☆90Updated 3 years ago
- DRL on JSSPs☆98Updated 5 years ago
- Evolution strategy NSGA-II for MO-G-FJSP☆15Updated 2 years ago
- Deep Reinforcement Learning Based on Graph Neural Networks for Job-shop Scheduling☆24Updated last year
- The Instances of AGV and machine integrated scheduling problem in flexible job shop☆15Updated last year
- RL and DQN for easy JSP, FSP or others☆20Updated 2 years ago
- HFSP: Hybrid Flow Shop Scheduling Problem☆16Updated 3 years ago