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ROBOCUP
1997
Springer
98views Robotics» more  ROBOCUP 1997»
15 years 8 months ago
Using an Explicit Model of Teamwork in RoboCup-97
Team ISIS ISI Synthetic successfully participated in the rst international RoboCup soccer tournament RoboCup'97 held in Nagoya, Japan, in August 1997. ISIS won the third-p...
Milind Tambe, Jafar Adibi, Yaser Al-Onaizan, Ali E...
ATAL
2011
Springer
14 years 4 months ago
Online anomaly detection in unmanned vehicles
Autonomy requires robustness. The use of unmanned (autonomous) vehicles is appealing for tasks which are dangerous or dull. However, increased reliance on autonomous robots increa...
Eliahu Khalastchi, Gal A. Kaminka, Meir Kalech, Ra...
ATAL
2005
Springer
15 years 10 months ago
Improving reinforcement learning function approximators via neuroevolution
Reinforcement learning problems are commonly tackled with temporal difference methods, which use dynamic programming and statistical sampling to estimate the long-term value of ta...
Shimon Whiteson
WWW
2010
ACM
15 years 11 months ago
Factorizing personalized Markov chains for next-basket recommendation
Recommender systems are an important component of many websites. Two of the most popular approaches are based on matrix factorization (MF) and Markov chains (MC). MF methods learn...
Steffen Rendle, Christoph Freudenthaler, Lars Schm...
GECCO
2005
Springer
141views Optimization» more  GECCO 2005»
15 years 10 months ago
Constructing good learners using evolved pattern generators
Self-organization of brain areas in animals begins prenatally, evidently driven by spontaneously generated internal patterns. The neural structures continue to develop postnatally...
Vinod K. Valsalam, James A. Bednar, Risto Miikkula...