arXiv:2609.13253v1 Announce Type: cross Abstract: Multi-agent reinforcement learning in networked populations is governed by the interaction between…
Tag: AI
Evaluation of MLLM-Agnostic Plug-and-Play Keyframe Selection Methods for Long Video Understanding
arXiv:2609.13250v1 Announce Type: cross Abstract: Multimodal large language models (MLLMs) cannot process every frame of a long video because of…
LLMs or Naive Bayes? Old Gems or New Ways
arXiv:2609.13185v1 Announce Type: cross Abstract: Large language models (LLMs) prompt a recurring question in research computing: should classical methods…
Diagnosing Faults in Reinforcement Learning Simulators and World Models with Canonical Polynomial Invariants
arXiv:2609.13194v1 Announce Type: cross Abstract: A large literature builds physical structure into learned dynamics on the premise that models respecting…
ShieldVLA: Feasibility-Aware Safety Alignment for Vision-Language-Action Models
arXiv:2609.13231v1 Announce Type: cross Abstract: Vision-Language-Action (VLA) models demonstrate strong generalization in robotic manipulation and…
Chemical and geometric representation fidelity improves drug–target affinity prediction
arXiv:2609.13230v1 Announce Type: cross Abstract: Predicting drug–target binding affinity (DTA) requires models to distinguish subtle chemical and…
Planning as Dynamics Relaxation: Hippocampal Recurrent Network Realizes Optimal Goal-Directed Navigation
arXiv:2609.13219v1 Announce Type: cross Abstract: Neural correlates of spatial cognitive map are well documented, yet exactly how neural circuits perform…
Natural-Language to SysMLv2 Translation via Conformance-Driven Iterative Refinement
arXiv:2607.14162v1 Announce Type: cross Abstract: Model-Based Systems Engineering (MBSE) relies on formal system models as primary technical artifacts for…
Multilingual Agent System for Inclusive Wildfire Evacuation Guidance
arXiv:2609.03301v1 Announce Type: cross Abstract: Wildfire seasons have become 84 days longer in the current days than in the 1970s, causing enormous…
Is Bash All You Need? An Empirical Study of Tool Interfaces for Enterprise Digital Worker Agents
arXiv:2609.11999v1 Announce Type: cross Abstract: In this study, we examine whether a general shell can outperform specialized tools on enterprise tasks.…