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127
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AAMAS
2007
Springer
15 years 7 months ago
Bifurcation Analysis of Reinforcement Learning Agents in the Selten's Horse Game
Abstract. The application of reinforcement learning algorithms to multiagent domains may cause complex non-convergent dynamics. The replicator dynamics, commonly used in evolutiona...
Alessandro Lazaric, Jose Enrique Munoz de Cote, Fa...
AAMAS
2007
Springer
15 years 7 months ago
Continuous-State Reinforcement Learning with Fuzzy Approximation
Abstract. Reinforcement learning (RL) is a widely used learning paradigm for adaptive agents. There exist several convergent and consistent RL algorithms which have been intensivel...
Lucian Busoniu, Damien Ernst, Bart De Schutter, Ro...
89
Voted
ACII
2007
Springer
15 years 7 months ago
Frame vs. Turn-Level: Emotion Recognition from Speech Considering Static and Dynamic Processing
Abstract. Opposing the pre-dominant turn-wise statistics of acoustic LowLevel-Descriptors followed by static classification we re-investigate dynamic modeling directly on the frame...
Bogdan Vlasenko, Björn Schuller, Andreas Wend...
85
Voted
APN
2007
Springer
15 years 7 months ago
Improving Static Variable Orders Via Invariants
Abstract. Choosing a good variable order is crucial for making symbolic state-space generation algorithms truly efficient. One such algorithm is the MDD-based Saturation algorithm ...
Gianfranco Ciardo, Gerald Lüttgen, Andy Jinqi...
120
Voted
ARC
2007
Springer
169views Hardware» more  ARC 2007»
15 years 7 months ago
Designing Heterogeneous FPGAs with Multiple SBs
Abstract. The novel design of high-speed and low-energy FPGA routing architecture consisting of appropriate wire segments and multiple Switch Boxes is introduced. For that purpose,...
Kostas Siozios, Stelios Mamagkakis, Dimitrios Soud...