TY - GEN
T1 - On emergence of scalable tactical and strategic behaviour
AU - Prokopenko, Mikhail
AU - Butler, Marc
AU - Howard, Thomas
PY - 2001/9
Y1 - 2001/9
N2 - The principle of behavioral programming [1] suggests to derive low-level controllers from symbolic high-level task descriptions in a predictable way. This paper presents an extension of the principle of behavioral programming - by identifying a feedback link between emergent behaviour and a scalable Deep Behaviour Projection (DBP) agent architecture. In addition, we introduce a new variant of the RoboCup Synthetic Soccer, called Circular Soccer. This variant simulates matches among multiple teams on a circular field, and extends the RoboCup Simulation towards strategic game-theoretic issues. Importantly, the Circular Soccer world provides a basis for an architecture scale-ability evaluation, and brings us closer to the idea of meta-game simulation.
AB - The principle of behavioral programming [1] suggests to derive low-level controllers from symbolic high-level task descriptions in a predictable way. This paper presents an extension of the principle of behavioral programming - by identifying a feedback link between emergent behaviour and a scalable Deep Behaviour Projection (DBP) agent architecture. In addition, we introduce a new variant of the RoboCup Synthetic Soccer, called Circular Soccer. This variant simulates matches among multiple teams on a circular field, and extends the RoboCup Simulation towards strategic game-theoretic issues. Importantly, the Circular Soccer world provides a basis for an architecture scale-ability evaluation, and brings us closer to the idea of meta-game simulation.
UR - http://www.scopus.com/inward/record.url?scp=44849103332&partnerID=8YFLogxK
U2 - 10.1007/3-540-45324-5_39
DO - 10.1007/3-540-45324-5_39
M3 - Conference proceeding contribution
AN - SCOPUS:44849103332
SN - 3540421858
SN - 9783540421856
T3 - Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
SP - 357
EP - 366
BT - RoboCup 2000: Robot Soccer World Cup IV
A2 - Stone, Peter
A2 - Balch, Tucker
A2 - Kraetzschmar, Gerhard
PB - Springer, Springer Nature
CY - Berlin; New York
T2 - 4th Robot World Cup Soccer Games and Conferences, RoboCup - 2000
Y2 - 27 August 2000 through 3 September 2000
ER -