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upvoted 2 papers 15 days ago

DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models

Paper • 2610.35201 • Published 18 days ago • 15

The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents

Paper • 2610.36077 • Published 18 days ago • 160

upvoted a paper 28 days ago

VideoJev: System One Model for Video Understanding and Interaction

Paper • 2610.18615 • Published Oct 13 • 87

upvoted 2 papers about 1 month ago

RSI-Anything: Unlocking Recursive Self-Improvement with World Models

Paper • 2610.13912 • Published Oct 9 • 37

Synthesis Through Simulation: Generating Coherent Enterprise Data via Scalable Agent-System Interaction

Paper • 2610.10549 • Published Sep 24 • 5

upvoted 3 papers about 2 months ago

Reflect, Revise, Reuse: Training-Free Skill Evolution for GUI Agents

Paper • 2609.17653 • Published Sep 15 • 18

HypoEvolve: Genetic Algorithms Enable Multi-Agent LLMs to Discover Scientific Hypotheses

Paper • 2609.15938 • Published Sep 14 • 10

Continual Learning Mechanisms Compose for Long-Horizon Memorization

Paper • 2609.06986 • Published Sep 7 • 49

upvoted 2 papers 2 months ago

DriveZero: End-to-End Driving Beyond Human Demonstrations

Paper • 2609.06055 • Published Sep 5 • 40

Using Grounded Theory for Agent Behavior Analysis at Scale

Paper • 2608.30391 • Published Aug 31 • 8