Skip to main content

All Articles

Articles

Academic · 1 min

Learning-based Multi-agent Race Strategies in Formula 1

arXiv:2602.23056v1 Announce Type: new Abstract: In Formula 1, race strategies are adapted according to evolving race conditions and competitors' actions. This paper proposes a reinforcement …

Giona Fieni, Joschua W\"uthrich, Marc-Philippe Neumann, Christopher H. Onder
4 views
Academic · 1 min

Enhancing CVRP Solver through LLM-driven Automatic Heuristic Design

arXiv:2602.23092v1 Announce Type: new Abstract: The Capacitated Vehicle Routing Problem (CVRP), a fundamental combinatorial optimization challenge, focuses on optimizing fleet operations under vehicle capacity constraints. …

Zhuoliang Xie, Fei Liu, Zhenkun Wang, Qingfu Zhang
3 views
Academic · 1 min

Decoder-based Sense Knowledge Distillation

arXiv:2602.22351v1 Announce Type: new Abstract: Large language models (LLMs) learn contextual embeddings that capture rich semantic information, yet they often overlook structured lexical knowledge such …

Qitong Wang, Mohammed J. Zaki, Georgios Kollias, Vasileios Kalantzis
3 views
Academic · 1 min

Causality $\neq$ Invariance: Function and Concept Vectors in LLMs

arXiv:2602.22424v1 Announce Type: new Abstract: Do large language models (LLMs) represent concepts abstractly, i.e., independent of input format? We revisit Function Vectors (FVs), compact representations …

Gustaw Opie{\l}ka, Hannes Rosenbusch, Claire E. Stevenson
3 views