More Memory, Worse Agents: Error Reproduction and Anti-Persistence in LLM Agents Paper • 2610.27406 • Published 4 days ago • 14
CoEvo-RSI: When Harnesses Evolve, Which Models Should Follow? Paper • 2610.25078 • Published 5 days ago • 119
OPMD: On-Policy Mechanism Distillation Beyond Output Supervision Paper • 2610.14022 • Published 24 days ago • 18
HexaShell: A Thin Harness for Exploring the Limits of VLM Agents as Robot Coding Agents Paper • 2610.23479 • Published 7 days ago • 119
Velox: Spatial Memory Makes World Models Efficient Paper • 2610.22311 • Published 8 days ago • 32
Beyond Policy Rollouts: Embedding-Space Directional Exploration with Anchored Noise for LLM RLVR Paper • 2610.16105 • Published 11 days ago • 16
Learning Where to Split: Dynamic Band Splitting for Audio Source Separation Paper • 2610.14993 • Published 13 days ago • 62
Waypoint-OPD: Transferring RL-Induced Policy Shifts via Gated On-Policy Distillation Paper • 2610.21601 • Published 8 days ago • 220
OmniVerifier-C1: Decomposed Graded Verifier for Rule-Governed Generative World Modeling Paper • 2610.22355 • Published 8 days ago • 44
Are We Testing Too Much? A Survey of Benchmark Compression for Efficient Evaluation of Large Language Models Paper • 2610.18248 • Published 10 days ago • 19
Player-1: Learning to Play from Synthetic Experience Paper • 2610.20584 • Published 9 days ago • 351
RAR: Rate-Adaptive Rollout for Time-Consistent Interactive World Models Paper • 2610.16302 • Published 11 days ago • 21
LatentLoop: Scaling Looped MoE Models with Asymmetric Compute Allocation Paper • 2610.19975 • Published 9 days ago • 82
LensErase: A Foundation Model for Erase Anything Paper • 2610.18072 • Published 10 days ago • 52
Chaos in the Text: Revealing the Modality Preference in Mixed-Modality Retrievers Paper • 2610.11816 • Published 15 days ago • 23
Relevance Does Not Imply Applicability: Experience Activation for Personal GUI Agents Paper • 2609.33304 • Published 26 days ago • 25
Less from More: Reinforcing Sparse Video Reasoning from Dense References Paper • 2610.10893 • Published 16 days ago • 13
ExeWorldBench: Benchmarking Code-Based Executable 3D World Modeling Paper • 2610.15166 • Published 13 days ago • 85