a-ragab-h-m commited on
Commit
9e1bb92
Β·
verified Β·
1 Parent(s): 8da5d86

Update README.md

Browse files
Files changed (1) hide show
  1. README.md +21 -8
README.md CHANGED
@@ -1,11 +1,24 @@
 
 
 
 
 
1
  ---
2
- title: Vrp Shanghai Transformer
3
- emoji: πŸ†
4
- colorFrom: purple
5
- colorTo: yellow
6
- sdk: docker
7
- pinned: false
8
- license: mit
 
 
 
 
 
 
 
9
  ---
10
 
11
- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
1
+ # πŸ† VRP Shanghai Transformer
2
+
3
+ > Transformer-based Reinforcement Learning Model for Vehicle Routing Problem (VRP) with Time Windows,
4
+ > trained and tested on the Shanghai delivery dataset.
5
+
6
  ---
7
+
8
+ ## πŸš€ Project Description
9
+
10
+ This project implements a deep reinforcement learning (DRL) agent based on the
11
+ **Transformer architecture** to solve the **Vehicle Routing Problem with Time Windows (VRPTW)**.
12
+ The model is adapted from the paper [Attention, Learn to Solve Routing Problems!](https://arxiv.org/abs/1803.08475)
13
+ and is tested on real-world delivery data from Shanghai.
14
+
15
+ It leverages a combination of:
16
+ - Transformer Encoder-Decoder architecture
17
+ - Pointer Networks
18
+ - Beam Search Decoding
19
+ - OR-Tools for benchmarking
20
+
21
  ---
22
 
23
+ ## πŸ—‚οΈ Project Structure
24
+