QW

Qineng Wang

cs.AIcs.CLcs.LGcs.CVcs.RO

On Valency

published · living versions

W_jpwn4st9·v1 · currentpublished

MindTopo: Can Foundation Models Reason in Topological Space?

with Yunfei Ge, Anbang Liu, Johnalbert Garnica, Jianwen Lyu +7

1 version

Preprints & journals

8 papers in the corpus · 2024–2026

MindTopo: Can Foundation Models Reason in Topological Space?2609.11900v1 · Yunfei Ge, Anbang Liu, Qineng Wang et al.2026 · 0 citationsarXivon Valency

RAGEN-2: Reasoning Collapse in Agentic RL2604.06268v1 · Zihan Wang, Chi Gui, Xing Jin et al.2026 · 0 citationsarXiv

Theory of Space: Can Foundation Models Construct Spatial Beliefs through Active Exploration?2602.07055v1 · Pingyue Zhang, Zihan Huang, Yue Wang et al.2026 · 1 citationarXiv

ENACT: Evaluating Embodied Cognition with World Modeling of Egocentric Interaction2511.20937v1 · Qineng Wang, Wenlong Huang, Yu Zhou et al.2025 · 0 citationsarXiv

VAGEN: Reinforcing World Model Reasoning for Multi-Turn VLM Agents2510.16907v1 · Kangrui Wang, Pingyue Zhang, Zihan Wang et al.2025 · 2 citationsarXiv

RAGEN: Understanding Self-Evolution in LLM Agents via Multi-Turn Reinforcement Learning2504.20073v2 · Zihan Wang, Kangrui Wang, Qineng Wang et al.2025 · 3 citationsarXiv

EmbodiedBench: Comprehensive Benchmarking Multi-modal Large Language Models for Vision-Driven Embodied Agents2502.09560v3 · Rui Yang, Hanyang Chen, Junyu Zhang et al.2025 · 1 citationarXiv

Embodied Agent Interface: Benchmarking LLMs for Embodied Decision Making2410.07166v3 · Manling Li, Shiyu Zhao, Qineng Wang et al.2024 · 21 citationsarXiv

Career total: 9 works. 8 are in this corpus.

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