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  • CV
Philipp Siedler
  • Projects
  • CV
Philipp Siedler

LLM-Mediated Guidance of MARL Systems

  • AAMAS 2025
  • 27 September 2025

HIVEX: A High-Impact Environment Suite for Multi-Agent Research

  • ICLR 2025
  • 27 April 2025

Autonomous ecologies of construction: Collaborative modular robotic material eco-systems with deep multi-agent reinforcement learning

  • IJAC 2024
  • 27 September 2024

Learning to Communicate and Collaborate in a Competitive Multi-Agent Setup to Clean the Ocean from Macroplastics

  • ICLR 2023
  • 1 April 2023

Robotic Reconfiguration with Deep Multi-Agent Reinforcement Learning

  • ARCADIA 2023
  • 1 January 2023

Dynamic Collaborative Multi-Agent Reinforcement Learning Communication for Autonomous Drone Reforestation

  • Neurips 2022
  • 6 November 2022

Multi-Agent Collaboration for Wild Fire Management Resource Distribution

  • ICLR 2022
  • 22 February 2022

Competitive Multi-Agent Collaboration for Drone Control and Package Delivery Tasks

  • 17 August 2021

Multi-Agent Collaboration for Wind Farm Control

  • Neurips 2021
  • 27 May 2021

Using Reinforcement Learning to Evaluate Navigability of Masterplan

  • ZHA
  • 19 April 2021

Using Mulit-Agent Reinforcement Learning to Build a Tree

  • 24 December 2020

Average Exterior Visibility Prediction using Polynomial Linear Regression

  • ZHA
  • 6 December 2020

Procedural Programming to Generate Grid Worlds

  • 1 September 2020

Using Mulit-Agent Reinforcement Learning to Optimize Core and Atria Placement

  • ZHA
  • 11 December 2019

Using Genetic Algorithm to Optimize Building Topology

  • ZHA
  • 10 December 2019

Predicting City Soundscape for Designers using Neural Network

  • DAAD 2019
  • 9 December 2019

Virtual Reality as Human Scale Design Tool for Workspace

  • ZHA
  • 8 December 2019

Quantifying Architectural, Human Centric Qualities of Space

  • ZHA
  • 6 December 2019

Sensing Behaviour and Movement using OpenSensors with ModCam

  • ZHA
  • 5 December 2019

Sensing Indoor Environmental Qualities to Predict Productivity

  • ZHA
  • 4 December 2019

Automating Furniture Distribution using Circle Packing

  • ZHA
  • 3 December 2019

Robotic Discrete Network Assembly

  • AA DRL
  • 28 January 2017

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