From 8d9efef8d0ea9f9751365e8880aeb436fa129adc Mon Sep 17 00:00:00 2001
From: Andy Zhou
Date: Thu, 5 Oct 2023 20:13:38 -0700
Subject: [PATCH 01/10] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 3278fce..4701448 100644
--- a/README.md
+++ b/README.md
@@ -11,7 +11,7 @@
![teaser](pics/teaser.png)
-Official implementation for paper [Language Agent Tree Search Unifies Reasoning Acting and Planing in Language Models]() with code, prompts, model outputs.
+Official implementation for paper [Language Agent Tree Search Unifies Reasoning Acting and Planing in Language Models]() with code, prompts, model outputs. More can be found at https://andyz245.github.io/LanguageAgentTreeSearch/
### Reasoning + Acting (HotPotQA)
From 57db7162ea1eb6c36f7af08b3e79c3bbf126ebf9 Mon Sep 17 00:00:00 2001
From: Andy Zhou
Date: Sat, 7 Oct 2023 15:49:24 -0700
Subject: [PATCH 02/10] Update README.md
---
README.md | 3 +++
1 file changed, 3 insertions(+)
diff --git a/README.md b/README.md
index 4701448..d778e6d 100644
--- a/README.md
+++ b/README.md
@@ -7,6 +7,9 @@
+
+
+
![teaser](pics/teaser.png)
From c01bf7b1395eef29c6b5ccb2cb2c6a4496c7e667 Mon Sep 17 00:00:00 2001
From: Andy Zhou
Date: Sat, 7 Oct 2023 15:51:22 -0700
Subject: [PATCH 03/10] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index d778e6d..cc91881 100644
--- a/README.md
+++ b/README.md
@@ -8,7 +8,7 @@
-
+
From 9af2025a7124eb229749a73809f70cccd95a15f9 Mon Sep 17 00:00:00 2001
From: Andy Zhou
Date: Sat, 7 Oct 2023 15:52:33 -0700
Subject: [PATCH 04/10] Update README.md
---
README.md | 3 ---
1 file changed, 3 deletions(-)
diff --git a/README.md b/README.md
index cc91881..4701448 100644
--- a/README.md
+++ b/README.md
@@ -7,9 +7,6 @@
-
-
-
![teaser](pics/teaser.png)
From 5e51445a1ede61733a9cbf3b7890821954cb8ae6 Mon Sep 17 00:00:00 2001
From: Andy Zhou
Date: Sun, 8 Oct 2023 18:28:46 -0700
Subject: [PATCH 05/10] Update README.md
---
README.md | 8 ++++++++
1 file changed, 8 insertions(+)
diff --git a/README.md b/README.md
index 4701448..2dc2d41 100644
--- a/README.md
+++ b/README.md
@@ -108,5 +108,13 @@ sh lats.sh
Please cite the paper and star this repo if you use LATS and find it interesting/useful, thanks! Feel free to contact andyz3@illinois.edu or open an issue if you have any questions.
```bibtex
+@misc{zhou2023language,
+ title={Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models},
+ author={Andy Zhou and Kai Yan and Michal Shlapentokh-Rothman and Haohan Wang and Yu-Xiong Wang},
+ year={2023},
+ eprint={2310.04406},
+ archivePrefix={arXiv},
+ primaryClass={cs.AI}
+}
```
From bfb143425e7a7b4aaeb627ee9f80bc6dc8c13592 Mon Sep 17 00:00:00 2001
From: Andy Zhou
Date: Sun, 8 Oct 2023 18:30:25 -0700
Subject: [PATCH 06/10] Update index.md
---
index.md | 13 ++++++++++---
1 file changed, 10 insertions(+), 3 deletions(-)
diff --git a/index.md b/index.md
index e60b749..4dc9c57 100644
--- a/index.md
+++ b/index.md
@@ -1,5 +1,5 @@
-[Paper](URL_FOR_PAPER) | [Code](https://github.com/andyz245/LanguageAgentTreeSearch) | [Demo](https://huggingface.co/spaces/AIatUIUC/CodeLATS) | [BibTex](URL_FOR_BIBTEX)
+[Paper](https://arxiv.org/abs/2310.04406) | [Code](https://github.com/andyz245/LanguageAgentTreeSearch) | [Demo](https://huggingface.co/spaces/AIatUIUC/CodeLATS)
![teaser](pics/related.png)
@@ -53,6 +53,13 @@ Please cite the paper and star this repo if you use LATS and find it interesting
```bibtex
-
+ @misc{zhou2023language,
+ title={Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models},
+ author={Andy Zhou and Kai Yan and Michal Shlapentokh-Rothman and Haohan Wang and Yu-Xiong Wang},
+ year={2023},
+ eprint={2310.04406},
+ archivePrefix={arXiv},
+ primaryClass={cs.AI}
+}
-```
\ No newline at end of file
+```
From 8e1b3465c45e7876381642293676ab952d9e099a Mon Sep 17 00:00:00 2001
From: Andy Zhou
Date: Sun, 8 Oct 2023 18:30:47 -0700
Subject: [PATCH 07/10] Update index.md
---
index.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/index.md b/index.md
index 4dc9c57..4893f44 100644
--- a/index.md
+++ b/index.md
@@ -53,7 +53,7 @@ Please cite the paper and star this repo if you use LATS and find it interesting
```bibtex
- @misc{zhou2023language,
+@misc{zhou2023language,
title={Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models},
author={Andy Zhou and Kai Yan and Michal Shlapentokh-Rothman and Haohan Wang and Yu-Xiong Wang},
year={2023},
From aa302867e136de191e2843047ae567663ddc58be Mon Sep 17 00:00:00 2001
From: Andy Zhou
Date: Sun, 8 Oct 2023 18:31:05 -0700
Subject: [PATCH 08/10] Update index.md
---
index.md | 2 --
1 file changed, 2 deletions(-)
diff --git a/index.md b/index.md
index 4893f44..7a30361 100644
--- a/index.md
+++ b/index.md
@@ -52,7 +52,6 @@ Please cite the paper and star this repo if you use LATS and find it interesting
```bibtex
-
@misc{zhou2023language,
title={Language Agent Tree Search Unifies Reasoning Acting and Planning in Language Models},
author={Andy Zhou and Kai Yan and Michal Shlapentokh-Rothman and Haohan Wang and Yu-Xiong Wang},
@@ -61,5 +60,4 @@ Please cite the paper and star this repo if you use LATS and find it interesting
archivePrefix={arXiv},
primaryClass={cs.AI}
}
-
```
From c09c5e640f1b2c125ce05b2e60bff76d48a6732a Mon Sep 17 00:00:00 2001
From: Andy Zhou
Date: Sun, 8 Oct 2023 18:49:08 -0700
Subject: [PATCH 09/10] Create jekyll-gh-pages.yml
---
.github/workflows/jekyll-gh-pages.yml | 51 +++++++++++++++++++++++++++
1 file changed, 51 insertions(+)
create mode 100644 .github/workflows/jekyll-gh-pages.yml
diff --git a/.github/workflows/jekyll-gh-pages.yml b/.github/workflows/jekyll-gh-pages.yml
new file mode 100644
index 0000000..559bddf
--- /dev/null
+++ b/.github/workflows/jekyll-gh-pages.yml
@@ -0,0 +1,51 @@
+# Sample workflow for building and deploying a Jekyll site to GitHub Pages
+name: Deploy Jekyll with GitHub Pages dependencies preinstalled
+
+on:
+ # Runs on pushes targeting the default branch
+ push:
+ branches: ["main"]
+
+ # Allows you to run this workflow manually from the Actions tab
+ workflow_dispatch:
+
+# Sets permissions of the GITHUB_TOKEN to allow deployment to GitHub Pages
+permissions:
+ contents: read
+ pages: write
+ id-token: write
+
+# Allow only one concurrent deployment, skipping runs queued between the run in-progress and latest queued.
+# However, do NOT cancel in-progress runs as we want to allow these production deployments to complete.
+concurrency:
+ group: "pages"
+ cancel-in-progress: false
+
+jobs:
+ # Build job
+ build:
+ runs-on: ubuntu-latest
+ steps:
+ - name: Checkout
+ uses: actions/checkout@v3
+ - name: Setup Pages
+ uses: actions/configure-pages@v3
+ - name: Build with Jekyll
+ uses: actions/jekyll-build-pages@v1
+ with:
+ source: ./
+ destination: ./_site
+ - name: Upload artifact
+ uses: actions/upload-pages-artifact@v2
+
+ # Deployment job
+ deploy:
+ environment:
+ name: github-pages
+ url: ${{ steps.deployment.outputs.page_url }}
+ runs-on: ubuntu-latest
+ needs: build
+ steps:
+ - name: Deploy to GitHub Pages
+ id: deployment
+ uses: actions/deploy-pages@v2
From 944a0879841a1198705f0e2258b338ec26787d71 Mon Sep 17 00:00:00 2001
From: Andy Zhou
Date: Mon, 9 Oct 2023 00:23:06 -0700
Subject: [PATCH 10/10] Update README.md
---
README.md | 2 +-
1 file changed, 1 insertion(+), 1 deletion(-)
diff --git a/README.md b/README.md
index 2dc2d41..52498b2 100644
--- a/README.md
+++ b/README.md
@@ -67,7 +67,7 @@ export OPENAI_API_KEY=
4. Set the scripts and run paper experiments
```bash
-sh run_mcts.sh
+sh run_lats.sh
```
``root/`` contains all the trajectories from the paper's experiments