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Dominik Krupke

8 accepted papers

2025

AlgoTune: Can Language Models Speed Up General-Purpose Numerical Programs?

NeurIPS 2025poster

Despite progress in language model (LM) capabilities, evaluations have thus far focused on models' performance on tasks that humans have previously solved, including in programming (SWE-Bench) and mathematics (FrontierMath). We therefore propose testing models' ability to design and implement algor…

Cited by 0SourceScholar
2020

Targeted Drug Delivery: Algorithmic Methods for Collecting a Swarm of Particles with Uniform, External Forces

ICRA 2020poster

We investigate algorithmic approaches for targeted drug delivery in a complex, maze-like environment, such as a vascular system. The basic scenario is given by a large swarm of micro-scale particles ("agents") and a particular target region ("tumor") within a system of passageways. Agents are too sm…

Cited by 11SourceScholar
2018

On Designing 2D Discrete Workspaces to Sort or Classify Polynminoes

IROS 2018

This paper studies the general problem of physically sorting polyominoes according to shape using a 2D, rigid, grid-based workspace. The workspace is designed for sensorless operation, using a fixed set of open-loop force-field inputs that move a polyomino from an inlet port to an outlet port that c

Cited by 10SourceScholar
2018

On Designing 2D Discrete Workspacesto Sort or Classify Polyominoes

IROS 2018poster

This paper studies the general problem of physically sorting polyominoes according to shape using a 2D, rigid, grid-based workspace. The workspace is designed for sensorless operation, using a fixed set of open-loop force-field inputs that move a polyomino from an inlet port to an outlet port that c…

Cited by 8SourceScholar
2018

U sing a UAV for Destructive Surveys of Mosquito Population

ICRA 2018poster

This paper introduces techniques for mosquito population surveys in the field using electrified screens (bug zappers) mounted to a UAV. Instrumentation on the UAV logs the UAV path and the GPS location, altitude, and time of each mosquito elimination. Hardware experiments with a UAV equipped with an…

Cited by 11SourceScholar
2017

Mapping and coverage with a particle swarm controlled by uniform inputs

IROS 2017poster

We propose an approach to mapping tissue and vascular systems without the use of contrast agents, based on moving and measuring magnetic particles. To this end, we consider a swarm of particles in a 1D or 2D grid that can be tracked and controlled by an external agent. Control inputs are applied uni…

Cited by 14SourceScholar
2015

A parallel distributed strategy for arraying a scattered robot swarm

IROS 2015poster

We consider the problem of organizing a scattered group of n robots in two-dimensional space. The communication graph of the swarm is connected, but there is no central authority for organizing it. We want to arrange them into a sorted and equally-spaced array between the robots with lowest and high…

Cited by 11SourceScholar
2015

Distributed cohesive control for robot swarms: Maintaining good connectivity in the presence of exterior forces

IROS 2015poster

We present a number of powerful local mechanisms for maintaining a dynamic swarm of robots with limited capabilities and information, in the presence of external forces and permanent node failures. We propose a set of local continuous algorithms that together produce a generalization of a Euclidean…

Cited by 23SourceScholar