%0 Book Section %1 Haynes95:Prey %A Haynes, Thomas %A Sen, Sandip %B Adaptation and Learning in Multiagent Systems %C Berlin, Germany %D 1995 %E Weiß, Gerhard %E Sen, Sandip %I Springer Verlag %K algorithms, genetic programming %T Evolving Behavioral Strategies in Predators and Prey %X The predator/prey domain is used to conduct research in Distributed Artificial Intelligence. Genetic Programming is used to evolve behavioral strategies for the predator agents. To further the utility of the predator strategies, the prey population is allowed to evolve at the same time. The expected competitive learning cycle did not surface. This failing is investigated, and a simple prey algorithm surfaces, which is consistently able to evade capture from the predator algorithms.

@incollection{Haynes95:Prey, abstract = {The predator/prey domain is used to conduct research in Distributed Artificial Intelligence. Genetic Programming is used to evolve behavioral strategies for the predator agents. To further the utility of the predator strategies, the prey population is allowed to evolve at the same time. The expected competitive learning cycle did not surface. This failing is investigated, and a simple prey algorithm surfaces, which is consistently able to evade capture from the predator algorithms.}, added-at = {2008-06-19T17:35:00.000+0200}, address = {Berlin, Germany}, author = {Haynes, Thomas and Sen, Sandip}, biburl = {https://www.bibsonomy.org/bibtex/2a1dcc43add6ab5b5e1a0e2eaa43a0fc8/brazovayeye}, booktitle = {Adaptation and Learning in Multiagent Systems}, editor = {Wei{\ss}, Gerhard and Sen, Sandip}, interhash = {42a6c8eaf9c720a4383f5838a7e089b0}, intrahash = {a1dcc43add6ab5b5e1a0e2eaa43a0fc8}, keywords = {algorithms, genetic programming}, publisher = {Springer Verlag}, series = {Lecture Notes in Artificial Intelligence}, timestamp = {2008-06-19T17:41:11.000+0200}, title = {Evolving Behavioral Strategies in Predators and Prey}, year = 1995 }