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KI
2007
Springer
15 years 9 months ago
A General Framework for Encoding and Evolving Neural Networks
Abstract. In this paper we present a novel general framework for encoding and evolving networks called Common Genetic Encoding (CGE) that can be applied to both direct and indirect...
Yohannes Kassahun, Jan Hendrik Metzen, Jose de Gea...
PERVASIVE
2007
Springer
15 years 9 months ago
TrackSense: Infrastructure Free Precise Indoor Positioning Using Projected Patterns
While commercial solutions for precise indoor positioning exist, they are costly and require installation of additional infrastructure, which limits opportunities for widespread ad...
Moritz Köhler, Shwetak N. Patel, Jay Summet, ...
ROBOCUP
2007
Springer
153views Robotics» more  ROBOCUP 2007»
15 years 9 months ago
Model-Based Reinforcement Learning in a Complex Domain
Reinforcement learning is a paradigm under which an agent seeks to improve its policy by making learning updates based on the experiences it gathers through interaction with the en...
Shivaram Kalyanakrishnan, Peter Stone, Yaxin Liu
ROBOCUP
2007
Springer
167views Robotics» more  ROBOCUP 2007»
15 years 9 months ago
Cooperative/Competitive Behavior Acquisition Based on State Value Estimation of Others
The existing reinforcement learning approaches have been suffering from the curse of dimension problem when they are applied to multiagent dynamic environments. One of the typical...
Kentarou Noma, Yasutake Takahashi, Minoru Asada
124
Voted
ROBOCUP
2007
Springer
162views Robotics» more  ROBOCUP 2007»
15 years 9 months ago
Adaptive Recognition of Color-Coded Objects in Indoor and Outdoor Environments
Abstract. To achieve robust color perception under varying light conditions in indoor and outdoor environments, we propose a three-step method consisting of adaptive camera paramet...
Yasutake Takahashi, Walter Nowak, Thomas Wisspeint...
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