Incentivizing Self-Learning in Large Language Models via Reinforcement Learning Paper • 2610.39671 • Published 14 days ago • 19 • 4
SteerDistill: Quantizing LLM Agents via Closed-Loop Teacher Steering Paper • 2611.13410 • Published 2 days ago • 19 • 2
Don't Just Trust Your Memory: Evidence-Linked Memory Reduces Memory-Induced Degradation in LLM Agents Paper • 2611.14320 • Published 2 days ago • 62 • 7
CPU-ARC: Agentic Reasoning Caching for on-CPU Reasoning Reuse Paper • 2611.09891 • Published 6 days ago • 11 • 5
How Much Training-Inference Mismatch Can On-Policy Distillation Tolerate? Paper • 2611.11450 • Published 4 days ago • 13 • 9
EvoMemState: Evolving Memory State for Personal Agents Paper • 2611.03743 • Published 10 days ago • 37 • 5
Harness-S: Learning from Sibling Harnesses for Generalizable Agent Training Paper • 2611.04277 • Published 9 days ago • 70 • 5
On the Generalization Limitation of On-Policy Distillation for Post-RL Consolidation Paper • 2611.05609 • Published 9 days ago • 24 • 3
What Does Multi-Turn Reinforcement Learning Really Improve in LLM Agents? Paper • 2611.06483 • Published 8 days ago • 39 • 6
Axion 1.0: Open Agent Foundation Models, Simplified Paper • 2611.03233 • Published 10 days ago • 51 • 3
BYOD: Build Your Own DLM - Efficient Autoregressive-to-Diffusion Language Model Conversion Paper • 2610.41574 • Published 13 days ago • 11 • 5
CoworkOS:Scaling Agent Coworkers for Real-world Automation Paper • 2611.03178 • Published 10 days ago • 101 • 4
WorkFactory: Turning Professional Intents into Executable Work for Scalable Agent Training Paper • 2610.37161 • Published 16 days ago • 41 • 6
TAO: Tool-Aware Joint Scheduling for LLM-Based Agentic Serving Paper • 2610.37230 • Published 16 days ago • 26 • 4
DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models Paper • 2610.35201 • Published 17 days ago • 15 • 5
What Effort Level Should I Choose? On the Economics of Reasoning Effort in LLM Agents Paper • 2610.34491 • Published 18 days ago • 22 • 5
Memory Tax: Dissecting the Net Value of Agent Memory Paper • 2610.34073 • Published 18 days ago • 27 • 5