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PKDD
2010
Springer
179views Data Mining» more  PKDD 2010»
13 years 6 months ago
Gaussian Processes for Sample Efficient Reinforcement Learning with RMAX-Like Exploration
Abstract. We present an implementation of model-based online reinforcement learning (RL) for continuous domains with deterministic transitions that is specifically designed to achi...
Tobias Jung, Peter Stone
EUSFLAT
2009
175views Fuzzy Logic» more  EUSFLAT 2009»
13 years 6 months ago
Ant Colony Optimization for Distributed Routing Path Optimization in Optical Burst-Switched Networks
This work describes a distributed framework for routing path optimization in Optical Burst-Switched (OBS) networks that loosely mimics the foraging behaviour of ants observed in na...
João Pedro, João Pires, João ...
GECCO
2009
Springer
148views Optimization» more  GECCO 2009»
13 years 6 months ago
Genetic programming for quantitative stock selection
We provide an overview of using genetic programming (GP) to model stock returns. Our models employ GP terminals (model decision variables) that are financial factors identified by...
Ying L. Becker, Una-May O'Reilly
HCI
2009
13 years 6 months ago
Trust in Online Technology: Towards Practical Guidelines Based on Experimentally Verified Theory
Abstract. A large amount of research attempts to define trust, yet relatively little research attempts to experimentally verify what makes trust needed in interactions with humans ...
Christian Detweiler, Joost Broekens
ICSE
2009
IEEE-ACM
13 years 6 months ago
Architecture-driven self-adaptation and self-management in robotics systems
We describe an architecture-centric design and implementation approach for building self-adapting and selfmanaging robotics systems. The basis of our approach is the concept of me...
George Edwards, Joshua Garcia, Hossein Tajalli, Da...