Awesome

Visual Dialogue question asking offline RL environment

To serve the Visual Dialogue question asking environment used by the paper "Offline RL for Natural Language Generation with Implicit Language Q Learning", follow the steps below:

Setup

1. git clone https://github.com/Sea-Snell/visdial-rl.git
2. cd visdial-rl
3. install conda
4. conda create --name my_visdial_env python=3.6.12
5. conda activate my_visdial_env
6. conda install pytorch=0.4.1 -c pytorch
7. pip install -r requirements.txt
8. sudo apt-get update
9. sudo apt-get install redis
10. redis-server --daemonize yes
11. Download the zip files from the Google drive folder here. Place the downloaded and unzipped files, "data" and "checkpoints", at the root of the repo.

Serve

python serve_model.py -useGPU -startFrom checkpoints/abot_sl_ep60.vd -qstartFrom checkpoints/qbot_sl_ep60.vd

Optionally remove the -useGPU flag if you don't want to serve the models on a GPU.

That's it! The Visual Dialogue environment should be accessible on port 5000 on localhost.