Country
Sampling Sketches for Concave Sublinear Functions of Frequencies
Neural Information Processing Systems http://nips.cc/
Variational Inference with Tail-adaptive f-Divergence
Dilin Wang, Hao Liu, Qiang Liu
However, estimating and optimizingฮฑ-divergences require to use importance sampling, which may havelarge orinfinite variance due to heavy tails ofimportance weights.
ContrastiveIntrinsicControlforUnsupervised ReinforcementLearning
Unlikeknowledge-based anddata-basedalgorithms, competence-based algorithms simultaneously address both the exploration challenge as well as distilling the generated experience in the form of reusable skills.
Correlation in Extensive-Form Games: Saddle-Point Formulation and Benchmarks
Gabriele Farina, Chun Kai Ling, Fei Fang, Tuomas Sandholm
Thesegames were chosen soastocovertwonatural application domains for EFCE: conflict resolution via a mediator,andbargainingandnegotiation.
Deep Predictive Coding Network with Local Recurrent Processing for Object Recognition
Kuan Han, Haiguang Wen, Yizhen Zhang, Di Fu, Eugenio Culurciello, Zhongming Liu
Neural Information Processing Systems http://nips.cc/