Athanor: An Agent-Native System for Autonomous Post-Training Research Paper • 2610.21055 • Published 10 days ago • 17
MLExpert: Towards a Generalist Agentic Model for Autonomous Machine Learning Engineering Paper • 2610.22344 • Published 10 days ago • 29
Waypoint-OPD: Transferring RL-Induced Policy Shifts via Gated On-Policy Distillation Paper • 2610.21601 • Published 10 days ago • 223
SCOPE: Semantic Bounded Credit Optimization for Prompt Engineering in Text-to-image Generation Paper • 2610.22264 • Published 10 days ago • 45
EAU: Environment-Agent-User Co-evolution for Training User-Centric Agents Paper • 2610.16523 • Published 13 days ago • 20
Looking Ahead: Modeling Future Evolution in Autoregressive Video Generation Paper • 2610.29989 • Published 4 days ago • 166
PhysLDM: Latent Diffusion for High-Fidelity Deformable Simulation Paper • 2610.07609 • Published 7 days ago • 9
EdgeKernelBench: Unified LLM-Driven Kernel Generation for Edge Backends Paper • 2610.24648 • Published 8 days ago • 16
On the Fragility of Tasks under Composition: Implicit Budgeting in Language Models Paper • 2610.27190 • Published 6 days ago • 11
FlowState: Execution State as Memory for Long-Horizon LLM Agents Paper • 2609.34565 • Published 17 days ago • 24
More Memory, Worse Agents: Error Reproduction and Anti-Persistence in LLM Agents Paper • 2610.27406 • Published 6 days ago • 16
OR-License: Evaluating LLM Agents as Real-World Operations Research Practitioners Paper • 2610.24087 • Published 9 days ago • 51
Interlock: From Local Correctness to Task Completion in Long-Horizon Agents Paper • 2610.19686 • Published 11 days ago • 49
BlenderWorld: Benchmarking Visual Agents for 3D Creation from Real-World References Paper • 2610.23986 • Published 11 days ago • 39
RoAR-VAE: Improving Latent Diffusability through Robust Prediction Paper • 2610.26216 • Published 6 days ago • 41
HexaShell: A Thin Harness for Exploring the Limits of VLM Agents as Robot Coding Agents Paper • 2610.23479 • Published 9 days ago • 122
Tree-Aware Posterior Distillation for Long-Horizon Agentic Reinforcement Learning Paper • 2610.23181 • Published 9 days ago • 55