Environment-driven distributed evolutionary adaptation in a population of autonomous robotic agents

DOI10.1080/13873954.2011.601425zbMath1251.93008OpenAlexW2063536682MaRDI QIDQ3168239

Alan F. T. Winfield, Wenguo Liu, Jean-Marc Montanier, Nicolas Bredeche

Publication date: 30 October 2012

Published in: Mathematical and Computer Modelling of Dynamical Systems (Search for Journal in Brave)

Full work available at URL: https://hal.inria.fr/inria-00531450

zbMATH Keywords

swarm intelligenceevolutionary roboticsartificial lifeopen-ended evolution

Mathematics Subject Classification ID

Decentralized systems (93A14) Agent technology and artificial intelligence (68T42)

Cites Work

• Evolution strategies. A comprehensive introduction
• Simple statistical gradient-following algorithms for connectionist reinforcement learning
• Approximate gradient methods in policy-space optimization of Markov reward processes
• OPTIMAL PAYOFF FUNCTIONS FOR MEMBERS OF COLLECTIVES
• The Complexity of Decentralized Control of Markov Decision Processes

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