#Multi‑agent systems

Articles (4)

• 🇺🇸 RUMAD: Reinforcement-Unifying Multi-Agent Debate — 02/03/2026 [USA]

  arXiv:2602.23864v1 Announce Type: new Abstract: Multi-agent debate (MAD) systems leverage collective intelligence to enhance reasoning capabilities, yet existing approaches struggle to simultaneously...

  Related: #Reinforcement learning for coordination, #Efficient dialogue/debate frameworks, #Scalable AI reasoning, #Zero‑shot transfer learning
• 🇺🇸 Optimization of Edge Directions and Weights for Mixed Guidance Graphs in Lifelong Multi-Agent Path Finding — 02/03/2026 [USA]

  arXiv:2602.23468v1 Announce Type: cross Abstract: Multi-Agent Path Finding (MAPF) aims to move agents from their start to goal vertices on a graph. Lifelong MAPF (LMAPF) continuously assigns new goal...

  Related: #Artificial intelligence, #Graph optimisation, #Lifelong planning, #Neural networks
• 🇺🇸 AutoNumerics: An Autonomous, PDE-Agnostic Multi-Agent Pipeline for Scientific Computing — 20/02/2026 [USA]

  arXiv:2602.17607v1 Announce Type: new Abstract: PDEs are central to scientific and engineering modeling, yet designing accurate numerical solvers typically requires substantial mathematical expertise...

  Related: #Scientific computing, #Automatic solver generation, #Neural network integration
• 🇺🇸 GlobeDiff: State Diffusion Process for Partial Observability in Multi-Agent Systems — 18/02/2026 [USA]

  arXiv:2602.15776v1 Announce Type: new Abstract: In the realm of multi-agent systems, the challenge of \emph{partial observability} is a critical barrier to effective coordination and decision-making....

  Related: #Partial observability, #Belief state estimation, #Inter‑agent communication, #State diffusion process