Open issues in evolutionary robotics

F Silva, M Duarte, L Correia, SM Oliveira… - Evolutionary …, 2016 - ieeexplore.ieee.org
One of the long-term goals in evolutionary robotics is to be able to automatically synthesize
controllers for real autonomous robots based only on a task specification. While a number of …

Beyond black-box optimization: a review of selective pressures for evolutionary robotics

S Doncieux, JB Mouret - Evolutionary Intelligence, 2014 - Springer
Evolutionary robotics (ER) is often viewed as the application of a family of black-box
optimization algorithms—evolutionary algorithms—to the design of robots, or parts of robots …

[图书][B] Introduction to evolutionary computing

AE Eiben, JE Smith - 2015 - Springer
This is the second edition of our 2003 book. It is primarily a book for lecturers and graduate
and undergraduate students. To this group the book offers a thorough introduction to …

Encouraging behavioral diversity in evolutionary robotics: An empirical study

JB Mouret, S Doncieux - Evolutionary computation, 2012 - direct.mit.edu
Evolutionary robotics (ER) aims at automatically designing robots or controllers of robots
without having to describe their inner workings. To reach this goal, ER researchers primarily …

Evolution of swarm robotics systems with novelty search

J Gomes, P Urbano, AL Christensen - Swarm Intelligence, 2013 - Springer
Novelty search is a recent artificial evolution technique that challenges traditional
evolutionary approaches. In novelty search, solutions are rewarded based on their novelty …

Human-oriented design of collaborative robots

P Maurice, V Padois, Y Measson, P Bidaud - International Journal of …, 2017 - Elsevier
Collaborative robotics is a possible solution to the problem of musculoskeletal disorders
(MSDs) in industry, but efficiently designing such robots remains an issue because …

Fast damage recovery in robotics with the t-resilience algorithm

S Koos, A Cully, JB Mouret - The International Journal of …, 2013 - journals.sagepub.com
Damage recovery is critical for autonomous robots that need to operate for a long time
without assistance. Most current methods are complex and costly because they require …

Real-world evolution of robot morphologies: A proof of concept

M Jelisavcic, M De Carlo, E Hupkes, P Eustratiadis… - Artificial life, 2017 - direct.mit.edu
Evolutionary robotics using real hardware has been almost exclusively restricted to evolving
robot controllers, but the technology for evolvable morphologies is advancing quickly. We …

Real-world evolution adapts robot morphology and control to hardware limitations

TF Nygaard, CP Martin, E Samuelsen… - Proceedings of the …, 2018 - dl.acm.org
For robots to handle the numerous factors that can affect them in the real world, they must
adapt to changes and unexpected events. Evolutionary robotics tries to solve some of these …

Innate motivation for robot swarms by minimizing surprise: From simple simulations to real-world experiments

TK Kaiser, H Hamann - IEEE Transactions on Robotics, 2022 - ieeexplore.ieee.org
Applications of large-scale mobile multirobot systems can be beneficial over monolithic
robots because of higher potential for robustness and scalability. Developing controllers for …