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Logical Robots: Declarative Multi-Agent Programming in Logica

Evgeny Skvortsov, Yilin Xia, Ojaswa Garg, Shawn Bowers, Bertram Ludäscher

arXiv:2604.06629Published April 8, 20260 citations
  • cs.MA
  • cs.AI
  • cs.RO
  • robot

Abstract

We present Logical Robots, an interactive multi-agent simulation platform where autonomous robot behavior is specified declaratively in the logic programming language Logica. Robot behavior is defined by logical predicates that map observations from simulated radar arrays and shared memory to desired motor outputs. This approach allows low-level reactive control and high-level planning to coexist within a single programming environment, providing a coherent framework for exploring multi-agent robot behavior.

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