Cover Image

Agent2World: Learning to Generate Symbolic World Models via Adaptive Multi-Agent Feedback

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Hu, Mengkang, Xia, Bowei, Wu, Yuran, Yu, Ailing, Zou, Yude, Chen, Qiguang, Wang, Shijian, Jin, Jiarui, Li, Kexin, Jiao, Wenxiang, Lu, Yuan, Luo, Ping
Format:	Preprint
Published:	2025
Subjects:	Artificial Intelligence Computation and Language
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Tool-Genesis: A Task-Driven Tool Creation Benchmark for Self-Evolving Language Agent
by: Xia, Bowei, et al.
Published: (2026)

Text2World: Benchmarking Large Language Models for Symbolic World Model Generation
by: Hu, Mengkang, et al.
Published: (2025)

AgentDisCo: Towards Disentanglement and Collaboration in Open-ended Deep Research Agents
by: Jin, Jiarui, et al.
Published: (2026)

OWL: Optimized Workforce Learning for General Multi-Agent Assistance in Real-World Task Automation
by: Hu, Mengkang, et al.
Published: (2025)

HiAgent: Hierarchical Working Memory Management for Solving Long-Horizon Agent Tasks with Large Language Model
by: Hu, Mengkang, et al.
Published: (2024)

MuSEAgent: A Multimodal Reasoning Agent with Stateful Experiences
by: Wang, Shijian, et al.
Published: (2026)

X-WebAgentBench: A Multilingual Interactive Web Benchmark for Evaluating Global Agentic System
by: Wang, Peng, et al.
Published: (2025)

OWMM-Agent: Open World Mobile Manipulation With Multi-modal Agentic Data Synthesis
by: Chen, Junting, et al.
Published: (2025)

OmniGAIA: Towards Native Omni-Modal AI Agents
by: Li, Xiaoxi, et al.
Published: (2026)

GlyphBanana: Advancing Precise Text Rendering Through Agentic Workflows
by: Yan, Zexuan, et al.
Published: (2026)

DeepAgent: A General Reasoning Agent with Scalable Toolsets
by: Li, Xiaoxi, et al.
Published: (2025)

TerminalWorld: Benchmarking Agents on Real-World Terminal Tasks
by: Chu, Zhaoyang, et al.
Published: (2026)

OffSeeker: Online Reinforcement Learning Is Not All You Need for Deep Research Agents
by: Zhou, Yuhang, et al.
Published: (2026)

MultiWorld: Scalable Multi-Agent Multi-View Video World Models
by: Wu, Haoyu, et al.
Published: (2026)

ClawMark: A Living-World Benchmark for Multi-Turn, Multi-Day, Multimodal Coworker Agents
by: Meng, Fanqing, et al.
Published: (2026)

MMSkills: Towards Multimodal Skills for General Visual Agents
by: Zhang, Kangning, et al.
Published: (2026)

AgentGen: Enhancing Planning Abilities for Large Language Model based Agent via Environment and Task Generation
by: Hu, Mengkang, et al.
Published: (2024)

PC Agent: While You Sleep, AI Works -- A Cognitive Journey into Digital World
by: He, Yanheng, et al.
Published: (2024)

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence
by: Dong, Guanting, et al.
Published: (2026)

Coding Agent Is Good As World Simulator
by: Wang, Hongyu, et al.
Published: (2026)

No More Stale Feedback: Co-Evolving Critics for Open-World Agent Learning
by: Li, Zhicong, et al.
Published: (2026)

Learning to Wait: Synchronizing Agents with the Physical World
by: She, Yifei, et al.
Published: (2025)

GAWM: Global-Aware World Model for Multi-Agent Reinforcement Learning
by: Shi, Zifeng, et al.
Published: (2025)

SWE-Next: Scalable Real-World Software Engineering Tasks for Agents
by: Liang, Jiarong, et al.
Published: (2026)

Real-World Doctor Agent with Proactive Consultation through Multi-Agent Reinforcement Learning
by: Feng, Yichun, et al.
Published: (2025)

Pose-Star: Anatomy-Aware Editing for Open-World Fashion Images
by: Dong, Yuran, et al.
Published: (2025)

Adaptive Vision-Language Model Routing for Computer Use Agents
by: Liu, Xunzhuo, et al.
Published: (2026)

MAPF-World: Action World Model for Multi-Agent Path Finding
by: Yang, Zhanjiang, et al.
Published: (2025)

Unifying Temporal and Structural Credit Assignment in LLM-Based Multi-Agent Prompt Optimization
by: Li, Wenwu, et al.
Published: (2026)

DR. WELL: Dynamic Reasoning and Learning with Symbolic World Model for Embodied LLM-Based Multi-Agent Collaboration
by: Nourzad, Narjes, et al.
Published: (2025)

WALL-E 2.0: World Alignment by NeuroSymbolic Learning improves World Model-based LLM Agents
by: Zhou, Siyu, et al.
Published: (2025)

AgriAgent: Contract-Driven Planning and Capability-Aware Tool Orchestration in Real-World Agriculture
by: Yang, Bo, et al.
Published: (2026)

A Multi-Agent Psychological Simulation System for Human Behavior Modeling
by: Hu, Xiangen, et al.
Published: (2025)

Adaptive In-conversation Team Building for Language Model Agents
by: Song, Linxin, et al.
Published: (2024)

AKG kernel Agent: A Multi-Agent Framework for Cross-Platform Kernel Synthesis
by: Du, Jinye, et al.
Published: (2025)

Gamma-World: Generative Multi-Agent World Modeling Beyond Two Players
by: Liu, Fangfu, et al.
Published: (2026)

FutureSim: Replaying World Events to Evaluate Adaptive Agents
by: Goel, Shashwat, et al.
Published: (2026)

WebWorld: A Large-Scale World Model for Web Agent Training
by: Xiao, Zikai, et al.
Published: (2026)

ADAM: An Embodied Causal Agent in Open-World Environments
by: Yu, Shu, et al.
Published: (2024)

ShareVerse: Multi-Agent Consistent Video Generation for Shared World Modeling
by: Zhu, Jiayi, et al.
Published: (2026)