Qwen-AgentWorld: Language World Models for General Agents

verdverm

35B model from the qwen-3.5 line https://github.com/QwenLM/Qwen-AgentWorld https://huggingface.co/Qwen/Qwen-AgentWorld-35B-A3B

Tepix

The labels of the very first chart (figure 1, bottom left) are obviously wrong which casts a doubt on the entire paper.

psc007

Eli5? What is this compared to a regular llm assistant model like the base qwen?

dippogriff

I'm a fan of this direction. For me the most interesting use case for these world models isn't even training, it's verification. If this thing or some idealized version of it can actually reliably simulate state transitions, could you use it to verify an agent's execution path against hard constraints and replace/eclipse LLMs-as-a-judge?