2024-03-24 23:42:27 +01:00
|
|
|
# Inferring Human Intentions from Predicted Action Probabilities
|
|
|
|
|
|
|
|
|
|
*Lei Shi, Paul Bürkner, Andreas Bulling*
|
|
|
|
|
|
|
|
|
|
*University of Stuttgart, Stuttgart, Germany*
|
|
|
|
|
|
|
|
|
|
Accepted by [Workshop on Theory of Mind in Human-AI Interaction at CHI 2024](https://theoryofmindinhaichi2024.wordpress.com/)
|
|
|
|
|
|
|
|
|
|
## Requirements
|
|
|
|
|
The code is test in Ubuntu 20.04.
|
|
|
|
|
|
|
|
|
|
```
|
|
|
|
|
pytorch 1.11.0
|
|
|
|
|
matplotlib 3.3.2
|
|
|
|
|
pickle 4.0
|
|
|
|
|
pandas 1.4.3
|
|
|
|
|
R 4.2.1
|
|
|
|
|
RStan 2.26.3
|
|
|
|
|
```
|
|
|
|
|
To install R, [see here](https://cran.r-project.org/bin/linux/ubuntu/fullREADME.html)
|
|
|
|
|
|
|
|
|
|
To install RStan, [see here](https://mc-stan.org/users/interfaces/rstan.html)
|
|
|
|
|
|
|
|
|
|
## Experiments
|
|
|
|
|
|
2024-03-25 11:24:23 +01:00
|
|
|
To train the neural network model and evaluate the method on Watch-And-Help dataset, see [here](watch_and_help/README.md)
|
2024-03-24 23:42:27 +01:00
|
|
|
|
2024-03-25 11:24:23 +01:00
|
|
|
To train the neural network model and evaluate the method on Keyboard and Mouse Interaction dataset, see [here](keyboard_and_mouse/README.md)
|
2024-03-24 23:42:27 +01:00
|
|
|
|
