Liu Youwei

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upvoted a paper 2 months ago

OccuBench: Evaluating AI Agents on Real-World Professional Tasks via Language World Models

Paper • 2604.10866 • Published Apr 13 • 68

upvoted 2 papers 3 months ago

Self-Distilled Reasoner: On-Policy Self-Distillation for Large Language Models

Paper • 2601.18734 • Published Jan 26 • 8

WebEvolver: Enhancing Web Agent Self-Improvement with Coevolving World Model

Paper • 2504.21024 • Published Apr 23, 2025 • 3

upvoted 2 papers 4 months ago

DeepPlanning: Benchmarking Long-Horizon Agentic Planning with Verifiable Constraints

Paper • 2601.18137 • Published Jan 26 • 36

WebWorld: A Large-Scale World Model for Web Agent Training

Paper • 2602.14721 • Published Feb 16 • 19

upvoted a collection 5 months ago

LLM As World Models

Collection

13 items • Updated 19 days ago • 2

upvoted 2 papers 5 months ago

From Word to World: Can Large Language Models be Implicit Text-based World Models?

Paper • 2512.18832 • Published Dec 21, 2025 • 15

Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World Models

Paper • 2601.08955 • Published Jan 13 • 13