Maojia Song

OrangeEye's activity

• All
• Models
• Datasets
• Spaces
• Buckets
• Papers
• Collections
• Community
• Posts
• Upvotes
• Likes
• Articles

upvoted 2 papers 1 day ago

Self-Organizing Agent Teams Learn to Reason Together

Paper • 2609.22682 • Published 7 days ago • 4

MemBodied: Recurrent Associative Memory for Vision-Language-Action Models

Paper • 2609.28256 • Published 3 days ago • 10

upvoted a paper 2 days ago

Recursive self-improvement of AI research agents

Paper • 2609.26457 • Published 4 days ago • 18

upvoted 8 papers 3 days ago

StartupBench: Benchmarking General-Purpose Agents on Market-Validated End-to-End Workflows

Paper • 2608.17800 • Published Aug 18 • 12

AgentMercury: Your Agent Can Synthesize Verifiable Environments for Business Scenarios at scale

Paper • 2608.20634 • Published Aug 21 • 13

Meta^n: Recursive Self-Improvement through Emergent Depth

Paper • 2608.24735 • Published Aug 25 • 16

Prime Agent: A Self-Improving RLM Harness

Paper • 2608.23552 • Published Aug 24 • 56

Environment Evolution for Terminal Agents

Paper • 2609.04128 • Published 23 days ago • 23

Aspire: Can Models Self-Evolve from Vague Goals?

Paper • 2608.31111 • Published 26 days ago • 169

SoL-Pi: Recursively Scaling Auto-Research Loops for Efficient Agent Harness

Paper • 2609.20519 • Published 9 days ago • 130

HarnessDev: Can LLMs Create and Evolve Their Own Agent Harness?

Paper • 2609.01437 • Published 25 days ago • 220

upvoted a paper 2 months ago

Xiaomi-Robotics-1: Scaling Vision-Language-Action Models with over 100K Hours of Real-World Trajectories

Paper • 2607.15330 • Published Jul 16 • 72

upvoted 6 papers 3 months ago

Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks

Paper • 2606.29082 • Published Jun 27 • 43

PACE: A Proxy for Agentic Capability Evaluation

Paper • 2607.02032 • Published Jul 2 • 19

EvoPolicyGym: Evaluating Autonomous Policy Evolution in Interactive Environments

Paper • 2607.02440 • Published Jul 2 • 49

Beyond Static Leaderboards: Predictive Validity for the Evaluation of LLM Agents

Paper • 2606.19704 • Published Jun 18 • 43

EvoArena: Tracking Memory Evolution for Robust LLM Agents in Dynamic Environments

Paper • 2606.13681 • Published Jun 11 • 146

Agents' Last Exam

Paper • 2606.05405 • Published Jun 3 • 394

upvoted 2 papers 4 months ago

VibeSearchBench: Benchmarking Long-horizon Proactive Search in the Wild

Paper • 2605.27882 • Published May 27 • 17

Foundation Protocol: A Coordination Layer for Agentic Society

Paper • 2605.23218 • Published May 22 • 80