Search Results for author: Tobias Ley

Found 2 papers, 1 papers with code

Enhanced Experience Replay Generation for Efficient Reinforcement Learning

no code implementations23 May 2017 Vincent Huang, Tobias Ley, Martha Vlachou-Konchylaki, Wenfeng Hu

For real time systems with sparse and slow data sampling the EGAN could be used to speed up the early phases of the training process.

Generative Adversarial Network reinforcement-learning +1

Attention Please! A Hybrid Resource Recommender Mimicking Attention-Interpretation Dynamics

1 code implementation30 Jan 2015 Paul Seitlinger, Dominik Kowald, Simone Kopeinik, Ilire Hasani-Mavriqi, Tobias Ley, Elisabeth Lex

Classic resource recommenders like Collaborative Filtering (CF) treat users as being just another entity, neglecting non-linear user-resource dynamics shaping attention and interpretation.

Collaborative Filtering

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