activity
20232026
most citedLanguage Models, Agent Models, and World Models: The LAW for Machine Reasoning and Planning

2 citations · 2 across the 6 of their papers we have counts for

collaborators
Showing 2025Show all

2 papers · 1 filter

cs.AI2025

ArcMemo: Abstract Reasoning Composition with Lifelong LLM Memory

Matthew Ho, Chen Si, Zhaoxiang Feng +5

While inference-time scaling enables LLMs to carry out increasingly long and capable reasoning traces, the patterns and insights uncovered during these traces are immediately disca…

cs.CL2025

Do Vision-Language Models Have Internal World Models? Towards an Atomic Evaluation

Qiyue Gao, Xinyu Pi, Kevin Liu +21

Internal world models (WMs) enable agents to understand the world's state and predict transitions, serving as the basis for advanced deliberative reasoning. Recent large Vision-Lan…