public-projects
/
InferringIntention
2
0
Fork 0
Code Issues Pull Requests Releases Wiki Activity
Repository for paper "Inferring Human Intentions]{Inferring Human Intentions from Predicted Action Probabilities"
3 Commits 1 Branch 0 Tags 286 MiB
Jupyter Notebook 76.7%
Python 18.5%
R 4.3%
Shell 0.3%
Stan 0.2%
Go to file
Lei Shi 355a2b609e update README 2024-03-25 11:24:23 +01:00
keyboard_and_mouse update README 2024-03-25 00:49:41 +01:00
watch_and_help update README 2024-03-25 00:49:41 +01:00
README.md update README 2024-03-25 11:24:23 +01:00

README.md

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

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

To install RStan, see here

Experiments

To train the neural network model and evaluate the method on Watch-And-Help dataset, see here

To train the neural network model and evaluate the method on Keyboard and Mouse Interaction dataset, see here