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» The Evolution of a Robot Soccer Team
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ROBOCUP
1999
Springer
94views Robotics» more  ROBOCUP 1999»
13 years 11 months ago
A Functional Architecture for a Team of Fully Autonomous Cooperative Robots
A three-level functional architecture for a team of mobile robots is described in detail, including the de nition of the role assigned to each level, the main concepts involved, a...
Pedro U. Lima, Rodrigo M. M. Ventura, Pedro Apar&i...
AIPS
2004
13 years 9 months ago
Plays as Effective Multiagent Plans Enabling Opponent-Adaptive Play Selection
Coordinated action for a team of robots is a challenging problem, especially in dynamic, unpredictable environments. Robot soccer is an instance of a domain where well defined goa...
Michael H. Bowling, Brett Browning, Manuela M. Vel...
AROBOTS
1999
104views more  AROBOTS 1999»
13 years 7 months ago
Reinforcement Learning Soccer Teams with Incomplete World Models
We use reinforcement learning (RL) to compute strategies for multiagent soccer teams. RL may pro t signi cantly from world models (WMs) estimating state transition probabilities an...
Marco Wiering, Rafal Salustowicz, Jürgen Schm...
ROBOCUP
1999
Springer
119views Robotics» more  ROBOCUP 1999»
13 years 11 months ago
AT Humboldt in RoboCup-99
The paper describes the architecture and the scientific goals of the virtual soccer team “AT Humboldt 99”, which is the successor of vice champion “AT Humboldt 98” from Ro...
Hans-Dieter Burkhard, Jan Wendler, Thomas Meinert,...
ML
1998
ACM
117views Machine Learning» more  ML 1998»
13 years 7 months ago
Learning Team Strategies: Soccer Case Studies
We use simulated soccer to study multiagent learning. Each team's players (agents) share action set and policy, but may behave di erently due to position-dependent inputs. All...
Rafal Salustowicz, Marco Wiering, Jürgen Schm...