Skip to content

Commit

Permalink
[Docs] minor modifications
Browse files Browse the repository at this point in the history
  • Loading branch information
fedebotu committed Jun 8, 2024
1 parent 147753d commit 4544ca0
Showing 1 changed file with 6 additions and 8 deletions.
14 changes: 6 additions & 8 deletions README.md
Original file line number Diff line number Diff line change
Expand Up @@ -18,13 +18,6 @@

</div>

---

RL4CO has been accepted as an oral presentation at the [NeurIPS 2023 GLFrontiers Workshop](https://glfrontiers.github.io/)! 🎉

---


An extensive Reinforcement Learning (RL) for Combinatorial Optimization (CO) benchmark. Our goal is to provide a unified framework for RL-based CO algorithms, and to facilitate reproducible research in this field, decoupling the science from the engineering.


Expand All @@ -37,7 +30,7 @@ RL4CO is built upon:
![RL4CO Overview](https://github.com/ai4co/rl4co/assets/34462374/4d9a670f-ab7c-4fc8-9135-82d17cb6d0ee)


We provide several utilities and modularization. For autoregressive policies, we modularize reusable components such as _environment embeddings_ that can easily be swapped to [solve new problems](https://github.com/ai4co/rl4co/blob/main/examples/3-creating-new-env-model.ipynb).
We provide several utilities and modularization. For example, we modularize reusable components such as _environment embeddings_ that can easily be swapped to [solve new problems](https://github.com/ai4co/rl4co/blob/main/examples/3-creating-new-env-model.ipynb).

![RL4CO Policy](https://github.com/ai4co/rl4co/assets/48984123/ca88f159-d0b3-459e-8fd9-89799be9d1b0)

Expand Down Expand Up @@ -187,6 +180,11 @@ If you find RL4CO valuable for your research or applied projects:
}
```

Note that a [previous version of RL4CO](https://openreview.net/forum?id=YXSJxi8dOV) has been accepted as an oral presentation at the [NeurIPS 2023 GLFrontiers Workshop](https://glfrontiers.github.io/). Since then, the library has greatly evolved and improved!

---


## Join us
[![Slack](https://img.shields.io/badge/slack-chat-611f69.svg?logo=slack)](https://join.slack.com/t/rl4co/shared_invite/zt-1ytz2c1v4-0IkQ8NQH4TRXIX8PrRmDhQ)

Expand Down

0 comments on commit 4544ca0

Please sign in to comment.