Pack Light, CarryOn: Building Object-Oriented Context for Long-Horizon Agents Paper • 2610.18784 • Published 6 days ago • 92
RetireOPD: Self-Retiring On-Policy Distillation for Agentic Reinforcement Learning Paper • 2609.20784 • Published Sep 17 • 59
Waypoint-OPD: Transferring RL-Induced Policy Shifts via Gated On-Policy Distillation Paper • 2610.21601 • Published 4 days ago • 672
DarwinX: Evolving Agent Harnesses Through Natural Selection Paper • 2608.07545 • Published Jul 31 • 121
OmniCompass: A Holistic Benchmark for Omni-Modal Video Grounding and Understanding Paper • 2610.18829 • Published 6 days ago • 580
OpenGCUA: Toward a Fully Open Stack for Generalist Computer Use Paper • 2610.22200 • Published 4 days ago • 319
JevAgentHarness: Benchmarking, Deploying and Training Decision Models That Share Control with LLMs Paper • 2610.21412 • Published 4 days ago • 19
Self-Improving Language Models with Bidirectional Evolutionary Search Paper • 2605.28814 • Published 6 days ago • 64
S-Space: Exploring Spatial Workspace in Multimodal Language Models Paper • 2610.13527 • Published 10 days ago • 299
Any Time, Any Space: A World-State-Centric Framework for Agentic Video Generation Paper • 2610.20571 • Published 5 days ago • 346
AgentSWE: Can Coding Agents Build the Agent You Actually Want? Paper • 2610.13361 • Published 10 days ago • 235
SkillOrchestra: Learning to Route Agents via Skill Transfer Paper • 2602.19672 • Published Feb 23 • 59
Thinking Inertia: LLMs Keep Thinking When Told Not To Paper • 2610.11765 • Published 11 days ago • 250
RealCompanion: Benchmarking Human Understanding from Reasoning over Longitudinal Real-World Conversations Paper • 2610.01780 • Published 18 days ago • 289
Rethinking Cross-Tokenizer On-Policy Distillation: From Alignment Coverage to Supervision Reliability Paper • 2610.08448 • Published 13 days ago • 213