how to generalize to alfworld about lumos

[WadeYin9712]

Hi Luokai,

Thank you so much for your interest in Lumos!

Currently, Lumos may not be strong enough to tackle problems with unfixed steps. But at least you can try to follow the WebShop prompt provided in our Lumos paper. We provide some in-context examples to tell the model which subgoals you can plan and which actions you can take. Then the model may be able to simulate the style of your in-context examples, then can be applied to new tasks.

To add, AlfWorld is actually one of our ongoing expanded training task types. Hopefully in the next 1-2 months, we will have a new Lumos version which can perform AlfWorld and other embodied tasks well. Stay tuned!

[LuoKaiGSW]

Hi Luokai,

Thank you so much for your interest in Lumos!

Currently, Lumos may not be strong enough to tackle problems with unfixed steps. But at least you can try to follow the WebShop prompt provided in our Lumos paper. We provide some in-context examples to tell the model which subgoals you can plan and which actions you can take. Then the model may be able to simulate the style of your in-context examples, then can be applied to new tasks.

To add, AlfWorld is actually one of our ongoing expanded training task types. Hopefully in the next 1-2 months, we will have a new Lumos version which can perform AlfWorld and other embodied tasks well. Stay tuned!

Okay, thank you for your response. Looking forward to your progress.