Comments (2)
Hello Karthik!
Did you figure out how to run it?
I ran it but I am getting errors about registering the environment.
About your question about how to run:
You just need to run python3 main.py
inside JSS folder. About environment, since a package is already mentioned in the requirements.txt to install for the environment so there is nothing you need to do for that.
from rl-job-shop-scheduling.
Hi @karthik7194,
First of all, sorry for the late answer :(
This project is a simple training approach using PPO to train an agent on the Job-Shop Scheduling Environment we have developed.
If you run the main file while having previously set up the configuration dictionary correctly (i.e., the path to the file containing the instance you want to solve and other hyperparameters). It will train an agent to solve the given instance and report the best solution found using Weights and Biases.
The GIF generation in itself is nothing very specific to RL. The full code to generate a GIF is available here: https://github.com/prosysscience/JSSEnv/blob/master/tests/test_rendering.py
You can replace the file with your given instance, provide the agent's solution, and generate a GIF.
I hope it helps :)
from rl-job-shop-scheduling.
Related Issues (20)
- NotADirectoryError raised in main.py HOT 1
- Issues of FIFO and MTWR worker HOT 2
- An error when I try to run it HOT 7
- Save model and train on multiple instances HOT 2
- How to generate the Gantt Chart with GIFs format? HOT 1
- Python-Version? HOT 2
- How to modify main.py to output solution schedule? HOT 4
- About instance specifications HOT 2
- Failed to run the code: JSSEnv not found HOT 3
- RuntimeError: Couldn't start Redis. Check log files HOT 2
- Adding variable set-up time
- where to find the solution results? HOT 5
- Makespan of ta41 cannot be achieved as mentioned in the paper HOT 4
- Specification of the solution HOT 9
- can't find environment HOT 2
- Is the code working? HOT 5
- [WinError 267] The directory name is invalid HOT 2
- Can I use debug to see the action?
- Not an Issue, just some clarification regarding inputs HOT 1
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