The Trinity:Capability-Driven Recursive Self-Improvement for Multimodal Agents Paper • 2610.36077 • Published 4 days ago • 386
SCOPE: Compiling Natural-Language Policies into Neurosymbolic Predicate Programs Paper • 2610.31062 • Published 8 days ago • 32
From Traces to Agentic Worlds: Agentic Language World Models for Interactive Environment Simulation Paper • 2610.06100 • Published 25 days ago • 79
LoGRA: Scaling LLM Reinforcement Learning with Low-Rank Gradient Sketches Paper • 2610.06647 • Published 25 days ago • 60
Omni-Embed-Mini: Binding Modalities Without Forgetting via Dense Distillation Paper • 2610.02148 • Published 29 days ago • 23
ScienceIDE: Turning World's Scientific Codebase into Agent Learnable Environments Paper • 2609.19134 • Published Sep 16 • 101
Beyond Solver Verdicts: Generative Reward Models for Autoformalization Paper • 2609.11085 • Published Sep 10 • 28
NeoHorse-1: Towards Recursive Self-Improvement via Agentic Post-Training with Routing Harness Paper • 2609.08183 • Published Sep 8 • 267