hangyu guo

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upvoted a paper 25 days ago

ClawGym II: Exploring Black-Box RL on Agent Harness

Paper • 2608.16798 • Published 26 days ago • 40

upvoted a paper about 1 month ago

MatrAIx: Simulating the World with 8.3 Billion Persona Agents

Paper • 2608.04205 • Published Aug 4 • 53

upvoted 4 papers about 2 months ago

Kimi K3: Open Frontier Intelligence

Paper • 2607.24653 • Published Jul 27 • 519

DeepSearch-World: Self-Distillation for Deep Search Agents in a Verifiable Environment

Paper • 2607.07820 • Published Jul 8 • 94

Qwen-AgentWorld: Language World Models for General Agents

Paper • 2606.24597 • Published Jun 23 • 162

The Mirage of Optimizing Training Policies: Monotonic Inference Policies as the Real Objective for LLM Reinforcement Learning

Paper • 2606.29526 • Published Jun 28 • 171

upvoted a paper 3 months ago

On the Geometry of On-Policy Distillation

Paper • 2606.07082 • Published Jun 5 • 75

upvoted 3 papers 4 months ago

AutoResearchClaw: Self-Reinforcing Autonomous Research with Human-AI Collaboration

Paper • 2605.20025 • Published May 19 • 192

Achieving Gold-Medal-Level Olympiad Reasoning via Simple and Unified Scaling

Paper • 2605.13301 • Published May 13 • 167

Towards On-Policy Data Evolution for Visual-Native Multimodal Deep Search Agents

Paper • 2605.10832 • Published May 11 • 23

upvoted a paper 5 months ago

Agent-World: Scaling Real-World Environment Synthesis for Evolving General Agent Intelligence

Paper • 2604.18292 • Published Apr 20 • 91

updated a dataset 5 months ago

MM-R1-HH/envs_supply

Preview • Updated Apr 20 • 17

published a dataset 5 months ago

MM-R1-HH/envs_supply

Preview • Updated Apr 20 • 17

upvoted 4 papers 5 months ago

Seedance 2.0: Advancing Video Generation for World Complexity

Paper • 2604.14148 • Published Apr 15 • 171

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

Paper • 2604.10866 • Published Apr 13 • 69

GameWorld: Towards Standardized and Verifiable Evaluation of Multimodal Game Agents

Paper • 2604.07429 • Published Apr 8 • 123

Towards Long-horizon Agentic Multimodal Search

Paper • 2604.12890 • Published Apr 14 • 20

upvoted 3 papers 6 months ago

Trace2Skill: Distill Trajectory-Local Lessons into Transferable Agent Skills

Paper • 2603.25158 • Published Mar 26 • 56

On the Direction of RLVR Updates for LLM Reasoning: Identification and Exploitation

Paper • 2603.22117 • Published Mar 23 • 29

WorldCache: Content-Aware Caching for Accelerated Video World Models

Paper • 2603.22286 • Published Mar 23 • 5