This repository hosts the code used in the paper "An Experimental Comparison of Evolved Neural Network Models for Controlling Simulated Modular Soft Robots".
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Updated
Jul 5, 2023 - Java
This repository hosts the code used in the paper "An Experimental Comparison of Evolved Neural Network Models for Controlling Simulated Modular Soft Robots".
This study uses evolutionary collective robotics as an experimental platform to investigate the impact of increasing task environment complexity (collective behavior task difficulty) on the evolution and benefits of morphological and behavioral diversity in robotic swarms.
This is the official repository for the GECCO paper "Morphology Choice Affects the Evolution of Affordance Detection in Robots".
Python API with evolutionary computation and reinforcement learning algorithms for Khepera simulation engine
This repository hosts the code used in the paper "On the Schedule for Morphological Development of Evolved Modular Soft Robots"
This repository hosts the code used in the paper "On the Impact of Body Material Properties on Neuroevolution for Embodied Agents: the Case of Voxel-based Soft Robots"
Repository containing the projects of the EPFL course "Evolutionary robotics".
This work was carried out at Ghent University (IDLab-AIRO), in collaboration with the Vrije Universiteit Brussel (R&MM).
Evolutionary Computing Research Project
Repository containing results and the algorithms described in the article: https://periodicos.ufsm.br/coming/article/view/85256
This repository hosts the code used in the paper "Collective control of modular soft robots via embodied Spiking Neural Cellular Automata"
This is the official repository for the ACM TELO paper "Factors impacting diversity and effectiveness of evolved modular robots"
This is the official repository for the ALIFE paper "Shape Change and Control of Pressure-based Soft Agents" and its Artificial Life journal extension "Pressure-based Soft Agents".
This is the official repository for the GECCO (Genetic and Evolutionary Computation Conference, 2022) paper "A Comparative Analysis on Genome Pleiotropy for Evolved Soft Robots". This repository hosts all the code necessary to replicate the experiments. This work was carried out at Ghent University IDLab-AIRO.
AI-powered full autonomous differential vehicled floor cleaning robot project main repository
A universal supervisor controller and ER suite for Webots that can be adapted to any wheeled robot morphology with ease. The project is also setup to allow for easy Reinforcement Learning experimentation with some select algorithms (CMA-ES, Novlty Search, MAP-Elites) and neural networks (fixed and recurrent).
Roborobo v.4 - super fast multi-robot simulator for evolutionary swarm robotics and multi-agent learning. Combines ease-of-use (python interface) with speed (C++ core engine).
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