EvoMemState: Evolving Memory State for Personal Agents Paper • 2611.03743 • Published 8 days ago • 35 • 5
Harness-S: Learning from Sibling Harnesses for Generalizable Agent Training Paper • 2611.04277 • Published 7 days ago • 67 • 5
On the Generalization Limitation of On-Policy Distillation for Post-RL Consolidation Paper • 2611.05609 • Published 7 days ago • 25 • 3
What Does Multi-Turn Reinforcement Learning Really Improve in LLM Agents? Paper • 2611.06483 • Published 5 days ago • 40 • 5
Axion 1.0: Open Agent Foundation Models, Simplified Paper • 2611.03233 • Published 8 days ago • 51 • 3
BYOD: Build Your Own DLM - Efficient Autoregressive-to-Diffusion Language Model Conversion Paper • 2610.41574 • Published 11 days ago • 11 • 5
CoworkOS:Scaling Agent Coworkers for Real-world Automation Paper • 2611.03178 • Published 7 days ago • 101 • 4
WorkFactory: Turning Professional Intents into Executable Work for Scalable Agent Training Paper • 2610.37161 • Published 14 days ago • 41 • 6
TAO: Tool-Aware Joint Scheduling for LLM-Based Agentic Serving Paper • 2610.37230 • Published 14 days ago • 26 • 4
DTCA: Denoising Token Credit Assignment for Reinforcement Learning in Diffusion Language Models Paper • 2610.35201 • Published 15 days ago • 15 • 5
What Effort Level Should I Choose? On the Economics of Reasoning Effort in LLM Agents Paper • 2610.34491 • Published 16 days ago • 22 • 5
Memory Tax: Dissecting the Net Value of Agent Memory Paper • 2610.34073 • Published 16 days ago • 27 • 5
Extreme Compression of Per-Layer Embeddings via Cross-Layer Latent Vector Quantization Paper • 2610.31309 • Published 19 days ago • 13 • 7
Trajectory2Gym: Decision-Grounded Compositional Interaction Synthesis for Tool-Use Agents Paper • 2610.33568 • Published 17 days ago • 39 • 3
CoworkEnv: Synthesizing Training Environments for Long-Horizon Cowork Agents Paper • 2610.24960 • Published 23 days ago • 45 • 4
Self-Evolving Coding Agents via Harness-Policy Optimization Paper • 2610.22791 • Published 25 days ago • 49 • 4
The Other Half of the Memory Wall: Serving 35B MoEs from SSD with Trained Routing Prediction Paper • 2609.18063 • Published Sep 16 • 30 • 9
Waypoint-OPD: Transferring RL-Induced Policy Shifts via Gated On-Policy Distillation Paper • 2610.21601 • Published 26 days ago • 38 • 6